Publikationen
2024
Buchbeitrag
Finding sets of solutions for temporal uncertain problems
Weise, Jens; Mostaghim, Sanaz
In: Applications of Evolutionary Computation - Cham : Springer Nature Switzerland ; Smith, Stephen . - 2024, S. 209-223 - ( Lecture notes in computer science; volume 14634) [Konferenz: 27th International Conference on the Applications of Evolutionary Computation, Aberystwyth, UK, April 3-5, 2024]
Begutachteter Zeitschriftenartikel
Many-option collective decision making - discrete collective estimation in large decision spaces
Shan, Qihan; Mostaghim, Sanaz
In: Swarm intelligence - New York, NY [u.a.] : Springer . - 2024 [Online first]
Begutachteter Zeitschriftenartikel
Deterministic drag modelling for spherical particles in Stokes regime using data-driven approaches
Elmestikawy, Hani; Reuter, Julia; Evrard, Fabien; Mostaghim, Sanaz; van Wachem, Berend
In: International Journal of Multiphase Flow, Bd. 178, S. 104880
2023
Buchbeitrag
MACO - a real-world inspired benchmark for multi-objective evolutionary algorithms
Mai, Sebastian; Benecke, Tobias; Mostaghim, Sanaz
In: Evolutionary Multi-Criterion Optimization , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Emmerich, Michael, S. 305-318 - ( Lecture notes in computer science; volume 13970) [Konferenz: 12th International Conference, EMO 2023, Leiden, The Netherlands, March 20-24, 2023]
Buchbeitrag
Multi-objective Island model genetic programming for predicting the stokes flow around a sphere
Reuter, Julia; Pandey, Pravin; Mostaghim, Sanaz
In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI) , 2023 - Piscataway, NJ : IEEE, S. 1485-1490 [Symposium: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), Mexiko City, 05.-08. December 2023]
Buchbeitrag
Effects of optimal genetic material in the initial population of evolutionary algorithms
Benecke, Tobias; Mostaghim, Sanaz
In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI) , 2023 - Piscataway, NJ : IEEE, S. 1386-1391 [Symposium: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), Mexiko City, 05.-08. December 2023]
Buchbeitrag
Medical and behavioral knowledge discovery using multi-objective analysis
Mostaghim, Sanaz; Shan, Qihao; Desel, Christiane Anna-Elisabeth; Duscha, Alexander; Haghikia, Aiden; Hegelmaier, Tobias Sebastian; Kuhn, Felix; Remy, Stefan
In: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) / IEEE CIBCB , 2023 - Piscataway, NJ : IEEE, insges. 8 S. [Konferenz: IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB, Eindhoven, Netherlands, 29-31 August 2023]
Buchbeitrag
Unfolding the variability of clinical data in Parkinson treatment using multi-objective analysis
Mostaghim, Sanaz; Shan, Qihao; Desel, Christiane Anna-Elisabeth; Duscha, Alexander; Haghikia, Aiden; Hegelmaier, Tobias Sebastian
In: IEEE CAI 2023 / IEEE Conference on Artificial Intelligence , 2023 - Los Alamitos : IEEE, S. 120-121 [Konferenz: 2023 IEEE Conference on Artificial Intelligence, CAI 2023, Santa Clara, Califonien, USA, 05-06 June 2023]
Buchbeitrag
Surrogate functions and digital twin simulation for modern facility layout planning
Seidelmann, Thomas; Mostaghim, Sanaz
In: IEEE CAI 2023 / IEEE Conference on Artificial Intelligence , 2023 - Los Alamitos : IEEE, S. 197-198 [Konferenz: 2023 IEEE Conference on Artificial Intelligence, CAI 2023, Santa Clara, Califonien, USA, 05-06 June 2023]
Buchbeitrag
A coevolution approach for the multi-objective dircular supply chain problem
Benecke, Tobias; Antons, Oliver; Mostaghim, Sanaz; Arlinghaus, Julia C.
In: IEEE CAI 2023 / IEEE Conference on Artificial Intelligence , 2023 - Los Alamitos : IEEE, S. 222-223 [Konferenz: 2023 IEEE Conference on Artificial Intelligence, CAI 2023, Santa Clara, Califonien, USA, 05-06 June 2023]
Buchbeitrag
Linking field decomposition and coverage path planning - a coevolution approach
Bostelmann-Arp, Lukas; Steup, Christoph; Mostaghim, Sanaz
In: IEEE CAI 2023 / IEEE Conference on Artificial Intelligence , 2023 - Los Alamitos : IEEE, S. 294-295 [Konferenz: 2023 IEEE Conference on Artificial Intelligence, CAI 2023, Santa Clara, Califonien, USA, 05-06 June 2023]
Buchbeitrag
Towards a new model for a 6G network-of-networks
Rothkötter, Markus; Weise, Jens; Mostaghim, Sanaz
In: IEEE CAI 2023 / IEEE Conference on Artificial Intelligence , 2023 - Los Alamitos : IEEE, S. 255-256 [Konferenz: 2023 IEEE Conference on Artificial Intelligence, CAI 2023, Santa Clara, Califonien, USA, 05-06 June 2023]
Buchbeitrag
A preference-based activity scheduling algorithm using many-objective optimization
Rothkötter, Markus; Mostaghim, Sanaz
In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 407-410 [Konferenz: Companion Conference on Genetic and Evolutionary Computation, GECCO '23 Companion, Lisbon, Portugal, July 15 - 19, 2023]
Buchbeitrag
A generalized circular supply chain problem for multi-objective evolutionary algorithms
Benecke, Tobias; Antons, Oliver; Mostaghim, Sanaz; Arlinghaus, Julia C.
In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 355-358 [Konferenz: Companion Conference on Genetic and Evolutionary Computation, GECCO '23 Companion, Lisbon, Portugal, July 15 - 19, 2023]
Buchbeitrag
Towards benchmarking of pathfinding algorithms in path-influenced environments
Heise, Julia; Weise, Jens; Mostaghim, Sanaz
In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 69-70 [Konferenz: Companion Conference on Genetic and Evolutionary Computation, GECCO '23 Companion, Lisbon, Portugal, July 15 - 19, 2023]
Buchbeitrag
Graph networks as inductive bias for genetic programming - symbolic models for particle-laden flows
Reuter, Julia; Elmestikawy, Hani; Evrad, Fabien; Mostaghim, Sanaz; Wachem, Berend
In: Genetic Programming , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Pappa, Gisele, S. 36-51 - (Lecture notes in computer science; volume 13986) [Konferenz: 26th European Conference on Genetic Programming, EuroGP 2023, Brno, Czech Republic, April 12-14, 2023]
Buchbeitrag
Multi-objective multiplexer decision making benchmark problem
Djartov, Boris; Mostaghim, Sanaz
In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 1676-1683 [Konferenz: Companion Conference on Genetic and Evolutionary Computation, GECCO '23 Companion, Lisbon, Portugal, July 15 - 19, 2023]
Buchbeitrag
Multi-objective seed curve optimization for coverage path planning in precision farming
Borstelmann-Arp, Lukas; Steup, Christoph; Mostaghim, Sanaz
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion - New York, NY, United States : Association for Computing Machinery . - 2023, S. 1312-1320
Buchbeitrag
Online learning hyper-heuristics in multi-objective evolutionary algorithms
Heise, Julia; Mostaghim, Sanaz
In: Evolutionary Multi-Criterion Optimization , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Emmerich, Michael, S. 162-175 - ( Lecture notes in computer science; volume 13970) [Konferenz: 12th International Conference, EMO 2023, Leiden, The Netherlands, March 20-24, 2023]
Begutachteter Zeitschriftenartikel
Survey on multi-objective task allocation algorithms for IoT networks
Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz
In: Sensors - Basel : MDPI, Bd. 23 (2023), Heft 1, Artikel 142, insges. 23 S.
Begutachteter Zeitschriftenartikel
Evolutionary algorithm for parameter optimization of context steering agents
Dockhorn, Alexander; Kirst, Martin; Mostaghim, Sanaz; Wieczorek, Martin; Zille, Heiner
In: IEEE transactions on games - New York, NY : IEEE, Bd. 15 (2023), Heft 1, S. 26-35
Begutachteter Zeitschriftenartikel
Landscape analysis of multi-objective control of fluidized beds
Jamil, Iffat; Mostaghim, Sanaz; Wachem, Berend; Chéron, Victor; Hausmann, Max
In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation - New York, NY, United States : Association for Computing Machinery . - 2023, S. 1950-1955 [Konferenz: Companion Conference on Genetic and Evolutionary Computation, GECCO '23 Companion, Lisbon, Portugal, July 15 - 19, 2023]
Begutachteter Zeitschriftenartikel
Dynamic optimization of role concepts for role-based access control using evolutionary algorithms
Anderer, Simon; Kempter, Tobias; Scheuermann, Bernd; Mostaghim, Sanaz
In: SN Computer Science - Singapore : Springer Singapore, Bd. 4 (2023), Artikel 416, insges. 17 S.
Dissertation
Role mining for industrial-strength ERP systems using evolutionary algorithms
Anderer, Simon; Mostaghim, Sanaz
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xxiv, 287 Seiten, 66,03 MB) [Literaturverzeichnis: Seite 221-229][Literaturverzeichnis: Seite 221-229]
Dissertation
Evolutionary many-objective optimisation for pathfinding problems
Weise, Jens; Mostaghim, Sanaz
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (XIV, 130, XVII-CXI Seiten, 18,9 MB) [Literaturverzeichnis: Seite XVII-XXXVI][Literaturverzeichnis: Seite XVII-XXXVI]
2022
Buchbeitrag
Collective decision-making for conflict resolution in multi-agent pathfinding
Mai, Sebastian; Mostaghim, Sanaz
In: Swarm Intelligence , 1st ed. 2022. - Cham : Springer International Publishing ; Dorigo, Marco, S. 79-90 - (Lecture notes in computer science; volume 13491) [Konferenz: 13th International Conference on Swarm Intelligence, ANTS 2022, Málaga, Spain, November 2-4, 2022]
Buchbeitrag
Benchmarking performances of collective decision-making strategies with respect to communication bandwidths in discrete collective estimation
Shan, Qihao; Mostaghim, Sanaz
In: Swarm Intelligence , 1st ed. 2022. - Cham : Springer International Publishing ; Dorigo, Marco, S. 54-65 - (Lecture notes in computer science; volume 13491) [Konferenz: 13th International Conference on Swarm Intelligence, ANTS 2022, Málaga, Spain, November 2-4, 2022]
Buchbeitrag
Multi-objective task allocation for dynamic IoT networks
Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz
In: 2022 IEEE International Conference on Omni-Layer Intelligent Systems (COINS) , 2022 - Piscataway, NJ : IEEE, insges. 5 S. [Konferenz: IEEE International Conference on Omni-layer Intelligent Systems, COINS, Barcelona, Spain, 01-03 August 2022]
Buchbeitrag
Finding cost-effective re-layouting solutions in modern Brownfield facility layout planning
Seidelmann, Thomas; Mostaghim, Sanaz
In: 2022 IEEE Congress on Evolutionary Computation, CECE , 2022 - Piscataway, NJ, USA : IEEE [Kongress: 2022 IEEE Congress on Evolutionary Computation, CEC, Padua, Italy, 18-23 July 2022]
Buchbeitrag
Multi-objective roadmap optimization for multiagent navigation
Mai, Sebastian; Deubel, Maximilian; Mostaghim, Sanaz
In: 2022 IEEE Congress on Evolutionary Computation, CECE , 2022 - Piscataway, NJ, USA : IEEE [Kongress: 2022 IEEE Congress on Evolutionary Computation, CEC, Padua, Italy, 18-23 July 2022]
Buchbeitrag
Towards improving simulations of flows around spherical particles using genetic programming
Reuter, Julia; Cendrollu, Manoj; Evrard, Fabien; Mostaghim, Sanaz; Wachem, Berend
In: 2022 IEEE Congress on Evolutionary Computation, CECE , 2022 - Piscataway, NJ, USA : IEEE [Kongress: 2022 IEEE Congress on Evolutionary Computation, CEC, Padua, Italy, 18-23 July 2022]
Buchbeitrag
Genetic programming-based inverse kinematics for robotic manipulators
Reuter, Julia; Steup, Christoph; Mostaghim, Sanaz
In: Genetic Programming - Cham : Springer International Publishing ; Medvet, Eric . - 2022, S. 130-145 - ( Lecture notes in computer science; volume 13223) [Konferenz: 25th European Conference on Genetic Programming, EuroGP 2022, Madrid, Spain, April 20-22, 2022]
Buchbeitrag
Computational intelligence methodologies for multi-objective optimization and decision-making in autonomous systems
Mostaghim, Sanaz
In: Women in Computational Intelligence , 1st ed. 2022. - Cham : Springer International Publishing ; Smith, Alice E., S. 377-392
Buchbeitrag
Surrogate models for IoT task allocation optimization
Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion - New York, NY, United States : Association for Computing Machinery ; Fieldsend, Jonathan E. . - 2022, S. 364-366 [Konferenz: Genetic and Evolutionary Computation Conference, GECCO 22, Boston, Massachusetts, July 9 - 13, 2022]
Buchbeitrag
Estimating the quality of initial populations in multi-objective evolutionary algorithms
Benecke, Tobias; Mostaghim, Sanaz
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion - New York, NY, United States : Association for Computing Machinery ; Fieldsend, Jonathan E. . - 2022, S. 324-327 [Konferenz: Genetic and Evolutionary Computation Conference, GECCO 22, Boston, Massachusetts, July 9 - 13, 2022]
Buchbeitrag
Driving swarm - a swarm robotics framework for intelligent navigation in a self-organized world
Mai, Sebastian; Traichel, Nele; Mostaghim, Sanaz
In: 2022 International Conference on Robotics and Automation (ICRA) / IEEE International Conference on Robotics and Automation , 2022 - IEEE, S. 4958-4964
Buchbeitrag
Evolutionary algorithms for the constrained two-level role mining problem
Anderer, Simon; Schrader, Falk; Scheuermann, Bernd; Mostaghim, Sanaz
In: Evolutionary Computation in Combinatorial Optimization , 1st ed. 2022. - Cham : Springer International Publishing ; Pérez Cáceres, Leslie, S. 79-94 - (Lecture notes in computer science; volume 13222) [Konferenz: 22nd European Conference, EvoCOP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 2022, 2022]
Begutachteter Zeitschriftenartikel
Noise-resistant and scalable collective preference learning via ranked voting in swarm robotics
Shan, Qihao; Mostaghim, Sanaz
In: Swarm intelligence - New York, NY [u.a.] : Springer . - 2022, insges. 22 S. [Online first]
Begutachteter Zeitschriftenartikel
Analysis of inter and intra-front operations in multi-modal multi-objective optimization problems
Javadi, Mahrokh; Mostaghim, Sanaz
In: Natural computing - Dordrecht : Springer Science + Business Media B.V. . - 2022, insges. 16 S. [Online first]
Begutachteter Zeitschriftenartikel
Exploring dynamic pandemic containment strategies using multi-objective Optimization [research frontier]
Fischer, Dominik; Mostaghim, Sanaz; Seidelmann, Thomas
In: IEEE computational intelligence magazine / Institute of Electrical and Electronics Engineers - New York, NY [u.a.] : IEEE, Bd. 17 (2022), Heft 3, S. 54-65
Begutachteter Zeitschriftenartikel
A comparison of distance metrics for the multi-objective pathfinding problem
Weise, Jens; Mostaghim, Sanaz
In: Natural computing - Dordrecht : Springer Science + Business Media B.V. . - 2022, insges. 14 S. [Online first]
Begutachteter Zeitschriftenartikel
Availability-aware multiobjective task allocation algorithm for internet of things networks
Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz
In: IEEE internet of things journal / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 9 (2022), Heft 15, S. 12945-12953
Artikel in Kongressband
Multi-objective evolutionary game theory - a case study in cancer therapy
Bostelmann-Arp, Lukas; Mostaghim, Sanaz; Braun, Andreas; Tüting, Thomas
In: Proceedings of the Artificial Life Conference 2022, ALIFE ; Holler, Silvia, Artikel isal_a_00498,20, insges. 3 S. [Konferenz: Conference on Artificial Life, ALIFE 2022, online, July 18-22, 2022]
Wissenschaftliche Monographie
Computational Intelligence - A Methodological Introduction
Kruse, Rudolf; Mostaghim, Sanaz; Borgelt, Christian; Braune, Christian; Steinbrecher, Matthias
In: Cham: Imprint: Springer, 2022., 1 Online-Ressource(XIV, 639 p. 324 illus., 42 illus. in color.) - (Texts in Computer Science; Springer eBook Collection), ISBN: 978-3-030-42227-1
2021
Buchbeitrag
Multi-objective optimization and decision-making in context steering
Dockhorn, Alexander; Mostaghim, Sanaz; Kirst, Martin; Zettwitz, Martin
In: IEEE Symposium on Computational Intelligence and Games, CIG - [Piscataway, NJ] : IEEE . - 2021, insges. 8 S. [Konferenz: 2021 IEEE Conference on Games, CoG, Copenhagen, Denmark, 17-20 August 2021]
Buchbeitrag
Dissecting neural networks filter responses for artistic style transfer
Uhde, Florian; Mostaghim, Sanaz
In: Artificial Intelligence in Music, Sound, Art and Design , 1st ed. 2021. - Cham : Springer International Publishing ; Romero, Juan, S. 297-312 - ( Lecture notes in computer science; volume 12693) [Konferenz: 10th International Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2021, Virtual Event, April 7-9, 2021]
Buchbeitrag
Mobility-aware multi-objective task allocation for wireless sensor networks
Weikert, Dominik; Steup, Christoph; Atienza, David; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2021 - [Piscataway, NJ] : IEEE, insges. 7 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Online, 05. - 07. December 2021]
Buchbeitrag
Discrete collective estimation in swarm robotics with ranked voting systems
Shan, Qihao; Heck, Alexander; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2021 - [Piscataway, NJ] : IEEE, insges. 8 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Online, 05. - 07. December 2021]
Buchbeitrag
A multi-objective multimodal evolutionary algorithm using a novel tournament and environmental selections
Javadi, Mahrokh; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2021 - [Piscataway, NJ] : IEEE, insges. 7 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Online, 05. - 07. December 2021]
Buchbeitrag
The impact of population size on the convergence of multi-objective evolutionary algorithms
Benecke, Tobias; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2021 - [Piscataway, NJ] : IEEE, insges. 8 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Online, 05. - 07. December 2021]
Buchbeitrag
Meeting demands for mass customization - a hybrid organic computing approach
Seidelmann, Thomas; Weise, Jens; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2021 - [Piscataway, NJ] : IEEE, insges. 8 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Online, 05. - 07. December 2021]
Buchbeitrag
A comparative study of different encodings on the multi-objective pathfinding problem
Weise, Jens; Zille, Heiner; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2021 - [Piscataway, NJ] : IEEE, insges. 8 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Online, 05. - 07. December 2021]
Buchbeitrag
A customized niching methodology for the many-objective pathfinding problem
Weise, Jens; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2021 - [Piscataway, NJ] : IEEE, insges. 8 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Online, 05. - 07. December 2021]
Buchbeitrag
Enhancing resilience in IoT networks using organic computing
Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz
In: Informatik 2020 - Back to the future - Bonn : Gesellschaft für Informatik e.V. . - 2021, S. 1205-1214 [Tagung: 50. Jahrestagung der Gesellschaft für Informatik, virtual, 28. September bis 2. Oktober 2020]
Buchbeitrag
Assessment of multi-objective coevolutionary genetic programming for predicting the stokes flow around a sphere
Zille, Heiner; Evrard, Fabien; Reuter, Julia; Mostaghim, Sanaz; Wachem, Berend
In: EUROGEN 2021 - ECCOMAS Proceedia; Gauger, Nicolas . - 2021, S. 171-190
Buchbeitrag
Optimal control policies to address the pandemic health-economy dilemma
Salgotra, Rohit; Moshaiov, Amiram; Seidelmann, Thomas; Fischer, Dominik; Mostaghim, Sanaz
In: 2021 IEEE Congress on Evolutionary Computation , 2021 - Piscataway, NJ, USA : IEEE, S. 720-727 [Kongress: 2021 IEEE Congress on Evolutionary Computation, CEC, Kraków, Poland, 28 June-1 July 2021]
Buchbeitrag
Tracking the heritage of genes in evolutionary algorithms
Benecke, Tobias; Mostaghim, Sanaz
In: 2021 IEEE Congress on Evolutionary Computation , 2021 - Piscataway, NJ, USA : IEEE, S. 1800-1807 [Kongress: 2021 IEEE Congress on Evolutionary Computation, CEC, Kraków, Poland, 28 June-1 July 2021]
Buchbeitrag
Unit-aware multi-objective genetic programming for the prediction of the stokes flow around a sphere
Zille, Heiner; Mostaghim, Sanaz; Evrard, Fabien; Wachem, Berend
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion / Chicano , Francisco - New York,NY,United States : Association for Computing Machinery ; Chicano, Francisco . - 2021, S. 327-328 [Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '21, Lille, France, July 10 - 14, 2021]
Buchbeitrag
RMPlib - a library of benchmarks for the role mining problem
Anderer, Simon; Scheuermann, Bernd; Mostaghim, Sanaz; Bauerle, Patrick; Beil, Matthias
In: Proceedings of the 26th ACM Symposium on Access Control Models and Technologies / Lobo , Jorge - New York,NY,United States : Association for Computing Machinery ; Lobo, Jorge . - 2021, S. 3-13 [Symposium: 26th ACM Symposium on Access Control Models and Technologies, virtual event Spain, June 16 - 18, 2021]
Buchbeitrag
Many-objective pathfinding based on Fréchet similarity metric
Weise, Jens; Mostaghim, Sanaz
In: Evolutionary Multi-Criterion Optimization , 1st ed. 2021. - Cham : Springer International Publishing ; Ishibuchi, Hisao - 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings, S. 375-386 - (Lecture notes in computer science; volume 12654) [Konferenz: 11th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2021, Shenzhen, China, March 28-31, 2021]
Buchbeitrag
Using neighborhood-based density measures for multimodal multi-objective optimization
Javadi, Mahrokh; Mostaghim, Sanaz
In: Evolutionary Multi-Criterion Optimization , 1st ed. 2021. - Cham : Springer International Publishing ; Ishibuchi, Hisao - 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings, S. 335-345 - (Lecture notes in computer science; volume 12654) [Konferenz: 11th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2021, Shenzhen, China, March 28-31, 2021]
Buchbeitrag
Kooperation mittels Schwarmintelligenz
Mostaghim, Sanaz; Mai, Sebastian
In: Zusammenwirken von natürlicher und künstlicher Intelligenz - Wiesbaden : Springer VS ; Haux, Reinhold *1953-* . - 2021, S. 55-69
Buchbeitrag
Combining Manhattan and crowding distances in decision space for multimodal multi-objective optimization problems
Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz
In: Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences - Cham : Springer ; Gaspar-Cunha, António . - 2021, S. 131-145 - ( Computational Methods in Applied Sciences; volume 55)
Buchbeitrag
The effects of crowding distance and mutation in multimodal and multi-objective optimization problems
Javadi, Mahrokh; Zille, Heiner; Mostaghim, Sanaz
In: Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences - Cham : Springer ; Gaspar-Cunha, António . - 2021, S. 115-130 - ( Computational Methods in Applied Sciences; volume 55)
Begutachteter Zeitschriftenartikel
A scalable many-objective pathfinding benchmark suite
Weise, Jens; Mostaghim, Sanaz
In: IEEE transactions on evolutionary computation / Institute of Electrical and Electronics Engineers - New York, NY : IEEE - a publication of the IEEE Neural Networks Council . - 2021 [Online first]
Begutachteter Zeitschriftenartikel
IEEE CIS VP-member activities vision statement [society briefs]
Mostaghim, Sanaz
In: IEEE computational intelligence magazine / Institute of Electrical and Electronics Engineers - New York, NY [u.a.] : IEEE, Bd. 16 (2021), Heft 1, insges. 8 S.
Begutachteter Zeitschriftenartikel
Discrete collective estimation in swarm robotics with distributed Bayesian belief sharing
Shan, Qihao; Mostaghim, Sanaz
In: Swarm intelligence - New York, NY [u.a.] : Springer . - 2021, insges. 26 S. [Online first]
Begutachteter Zeitschriftenartikel
Achieving task allocation in swarm intelligence with bi-objective embodied evolution
Shan, Qihao; Mostaghim, Sanaz
In: Swarm intelligence - New York, NY [u.a.] : Springer, Bd. 15 (2021), Heft 3, S. 287-310 [Online first]
Begutachteter Zeitschriftenartikel
A single-copter UWB-ranging-based localization system extendable to a swarm of drones
Steup, Christoph; Beckhaus, Jonathan; Mostaghim, Sanaz
In: Drones - Basel : MDPI, Bd. 5 (2021), Heft 3, Artikel 85, insges. 20 S.
Begutachteter Zeitschriftenartikel
Multi-featured collective perception with Evidence Theory - tackling spatial correlations
Bartashevich, Palina; Mostaghim, Sanaz
In: Swarm intelligence - New York, NY [u.a.] : Springer, Bd. 15 (2021), S. 83-110
2020
Buchbeitrag
The addRole-EA - a new evolutionary algorithm for the role mining problem
Anderer, Simon; Kreppein, Daniel; Scheuermann, Bernd; Mostaghim, Sanaz
In: Proceedings of the 12th International Joint Conference on Computational Intelligence. Volume 1 - Scitepress Digital Library ; Merelo, Juan Julian . - 2020, S. 155-166 [Konferenz: 12th International Joint Conference on Computational Intelligence, web-based event, 2-4 November 2020]
Buchbeitrag
Survey into predictive key performance indicator analysis from data mining perspective
Thakur, Akshay; Beck, Robert; Mostaghim, Sanaz; Grosmann, Daniel
In: 2020 IEEE 25th International Conference on Emerging Technologies and Factory Automation (ETFA) / IEEE International Conference on Emerging Technologies and Factory Automation , 2020 - Piscataway, NJ : IEEE ; IEEE International Conference on Emerging Technologies and Factory Automation (25.:2020), S. 476-483 [Konferenz: 25th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, Vienna, Austria, 8-11 Sept. 2020]
Buchbeitrag
Collective decision making in swarm robotics with distributed Bayesian Hypothesis Testing
Shan, Qihao; Mostaghim, Sanaz
In: Swarm Intelligence - Cham : Springer Nature Switzerland AG ; Dorigo, Marco . - 2020, S. 55-67 - ( Lecture Notes in Computer Science; 12421) [Konferenz: 12th International Conference, ANTS 2020, Barcelona, Spain, October 2628, 2020]
Buchbeitrag
Modeling pathfinding for swarm robotics
Mai, Sebastian; Mostaghim, Sanaz
In: Swarm Intelligence - Cham : Springer Nature Switzerland AG ; Dorigo, Marco . - 2020, S. 190-202 - ( Lecture Notes in Computer Science; 12421) [Konferenz: 12th International Conference, ANTS 2020, Barcelona, Spain, October 2628, 2020]
Buchbeitrag
A novel grid-based crowding distance for multimodal multi-objective optimization
Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz
In: 2020 IEEE Congress on Evolutionary Computation (CEC) , 2020 - Piscataway, NJ, USA : IEEE, insges. 8 S. [Kongress: IEEE Congress on Evolutionary Computation, CEC, Glasgow, United Kingdom, 19-24 July 2020]
Buchbeitrag
T-EA - a Traceable Evolutionary Algorithm
Ramirez-Atencia, Cristian; Benecke, Tobias; Mostaghim, Sanaz
In: 2020 IEEE Congress on Evolutionary Computation (CEC) , 2020 - Piscataway, NJ, USA : IEEE, insges. 8 S. [Kongress: IEEE Congress on Evolutionary Computation, CEC, Glasgow, United Kingdom, 19-24 July 2020]
Buchbeitrag
On the scalable multi-objective multi-agent pathfinding problem
Weise, Jens; Mai, Sebastian; Zille, Heiner; Mostaghim, Sanaz
In: 2020 IEEE Congress on Evolutionary Computation (CEC) , 2020 - Piscataway, NJ, USA : IEEE, insges. 8 S. [Kongress: IEEE Congress on Evolutionary Computation, CEC, Glasgow, United Kingdom, 19-24 July 2020]
Buchbeitrag
Ant colony optimization based multi-robot planner for combined task allocation and path finding
Qizilbash, Agha Ali Haider; Henkel, Christian; Mostaghim, Sanaz
In: 2020 17th International Conference on Ubiquitous Robots (UR) , 2020 - [Piscataway, NJ] : IEEE, S. 487-493 [Konferenz: 17th International Conference on Ubiquitous Robots, UR, Kyoto, Japan, 22-26 June 2020]
Buchbeitrag
A many-objective route planning benchmark problem for navigation
Weise, Jens; Mostaghim, Sanaz
In: GECCO'20 - New York, New York : The Association for Computing Machinery . - 2020, S. 183-184 [Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '20, Cancún Mexico, 8-12 July 2020]
Buchbeitrag
Impact of communication topology on PSO-based swarms in vector fields
Bartashevich, Palina; Koerte, Doreen; Mostaghim, Sanaz
In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2020 - [Piscataway, NJ] : IEEE, S. 497 - 504 [Symposium: 2020 IEEE Symposium Series on Computational Intelligence, SSCI, Canberra, Australia, 1-4 December 2020]
Buchbeitrag
Multi-objective task allocation for wireless sensor networks
Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz
In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI) / IEEE SSCI , 2020 - [Piscataway, NJ] : IEEE, S. 181 - 188 [Symposium: 2020 IEEE Symposium Series on Computational Intelligence, SSCI, Canberra, Australia, 1-4 December 2020]
Buchbeitrag
Machine learning for evaluating Kaizens in Volkswagen production system - an industrial case study
Thakur, Akshay; Beck, Robert; Mostaghim, Sanaz; Großmann, Daniel
In: 2020 IEEE International Conference on Data Science and Advanced Analytics , 2020 - Piscataway, NJ : IEEE ; Webb, Geoff, S. 781-782 [Konferenz: 7th International Conference on Data Science and Advanced Analytics, DSAA, Sydney, Australia, 6-9 Oct. 2020]
Begutachteter Zeitschriftenartikel
How cognitive and environmental constraints influence the reliability of simulated animats in groups
Fischer, Dominik; Mostaghim, Sanaz; Albantakis, Larissa
In: PLOS ONE - San Francisco, California, US : PLOS - Volume 15 (2020), issue 2, article e0228879, 32 Seiten
Begutachteter Zeitschriftenartikel
MOSAIK - a formal model for self-organizing manufacturing systems
Charpenay, Victor; Schraudner, Daniel; Seidelmann, Thomas; Spieldenner, Torsten; Weise, Jens; Schubotz, René; Mostaghim, Sanaz; Harth, Andreas
In: IEEE pervasive computing / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2020, insges. 10 S. [Online first]
Begutachteter Zeitschriftenartikel
Generic component-based mission-centric energy model for micro-scale unmanned aerial vehicles
Steup, Christoph; Parlow, Simon; Mai, Sebastian; Mostaghim, Sanaz
In: Drones - Basel : MDPI - Volume 4 (2020), issue 4, article 63, 17 Seiten
Begutachteter Zeitschriftenartikel
Particle swarm contour search algorithm
Weikert, Dominik; Mai, Sebastian; Mostaghim, Sanaz
In: Entropy - Basel : MDPI - Volume 22(2020), issue 4, article 407, 15 Seiten
2019
Abstract
Combining manhattan and crowding distances in decision space for multimodal multi-objective optimization problems
Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz
In: EUROGEN 2019 - Guimarães, S. 1-6 [Konferenz: EUROGEN 2019, Guimarães, Portugal, September 12-14, 2019]
Abstract
The effects of crowding distance and mutation in multimodal and multi-objective optimization problems
Javadi, Mahrokh; Zille, Heiner; Mostaghim, Sanaz
In: EUROGEN 2019 - Guimarães, S. 1-8 [Konferenz: EUROGEN 2019, Guimarães, Portugal, September 12-14, 2019]
Buchbeitrag
A local approach to forward model learning - results on the game of life game
Lucas, Simon M.; Dockhorn, Alexander; Volz, Vanessa; Bamford, Chris; Gaina, Raluca D.; Bravi, Ivan; Perez-Liebana, Diego; Mostaghim, Sanaz; Kruse, Rudolf
In: 2019 IEEE Symposium on Computational Intelligence and Games (CIG'19) - Piscataway, NJ : IEEE, S. 1-8 [Konferenz: 2019 IEEE Conference on Games, CoG, London, United Kingdom, 20-23 August 2019]
Buchbeitrag
Performance of dynamic algorithms on the dynamic distance minimization problem
Heibig, Mardé; Zille, Heiner; Javadi, Mahrokh; Mostaghim, Sanaz
In: GECCO'19 - New York, New York : The Association for Computing Machinery ; López-Ibáñez, Manuel . - 2019, S. 205-206 [Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '19, Prague, Czech Republic, July 13 - 17, 2019]
Buchbeitrag
Multi-objective collective search and movement-based metrics in swarm robotics
Mai, Sebastian; Zille, Heiner; Steup, Christoph; Mostaghim, Sanaz
In: GECCO'19 - New York, New York : The Association for Computing Machinery ; López-Ibáñez, Manuel . - 2019, S. 387-388 [Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '19, Prague, Czech Republic, July 13 - 17, 2019]
Buchbeitrag
Benchmarking collective perception - new task difficulty metrics for collective decision-making
Bartashevich, Palina; Mostaghim, Sanaz
In: Progress in Artificial Intelligence - Cham : Springer ; Oliveira, Paulo Moura . - 2019, S. 699-711 - (Lecture Notes in Computer Science; vol.11805) [ EPIA 2019, Vila Real, Portugal, 03.-06.09.2019]
Buchbeitrag
Positive impact of isomorphic changes in the environment on collective decision-making
Bartashevich, Palina; Mostaghim, Sanaz
In: GECCO'19 - New York, New York : The Association for Computing Machinery ; López-Ibáñez, Manuel . - 2019, S. 105-106 [Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '19, Prague, Czech Republic, July 13 - 17, 2019]
Buchbeitrag
Modified crowding distance and mutation for multimodal multi-objective optimization
Javadi, Mahrokh; Zille, Heiner; Mostaghim, Sanaz
In: GECCO'19 - New York, New York : The Association for Computing Machinery ; López-Ibáñez, Manuel . - 2019, S. 211-212 [Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '19, Prague, Czech Republic, July 13 - 17, 2019]
Buchbeitrag
Graph-based multi-objective generation of customised wiring harnesses
Weise, Jens; Benkhardt, Steven; Mostaghim, Sanaz
In: GECCO'19 - New York, New York : The Association for Computing Machinery . - 2019, S. 407-408 [Konferenz: Genetic and Evolutionary Computation Conference Companion, GECCO '19, Prague, Czech Republic, July 13 - 17, 2019]
Buchbeitrag
Ising model as a switch voting mechanism in collective perception
Bartashevich, Palina; Mostaghim, Sanaz
In: Progress in Artificial Intelligence - Cham : Springer ; Oliveira, Paulo Moura . - 2019, S. 617-629 - (Lecture Notes in Computer Science; vol.11805) [ EPIA 2019, Vila Real, Portugal, 03.-06.09.2019]
Buchbeitrag
Online optimization of movement cost for robotic applications of PSO
Mai, Sebastian; Zille, Heiner; Steup, Christoph; Mostaghim, Sanaz
In: Progress in Artificial Intelligence - Cham : Springer ; Oliveira, Paulo Moura . - 2019, S. 307-318 - (Lecture Notes in Computer Science; vol.11805) [EPIA 2019, Vila Real, Portugal, 03.-06.09.2019]
Buchbeitrag
Linear search mechanism for multi- and many-objective optimisation
Zille, Heiner; Mostaghim, Sanaz
In: Evolutionary multi-criterion optimization - 10th international conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019 : proceedings , 2019 - Cham : Springer International Publishing ; Deb, Kalyanmoy, S. 399-410 - (Lecture notes in computer science; 11411) [Konferenz: 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019]
Begutachteter Zeitschriftenartikel
Building a planner - a survey of planning systems used in commercial video games
Neufeld, Xenija; Mostaghim, Sanaz; Sancho-Pradel, Dario; Brand, Sandy
In: IEEE transactions on games - New York, NY : IEEE, Bd. 11 (2019), Heft 2, S. 91-108
Herausgeberschaft
Evolutionary multi-criterion optimization - 10th international conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019 : proceedings
Deb, Kalyanmoy; Goodman, Erik; Coello Coello, Carlos A.; Klamroth, Kathrin; Miettinen, Kaisa; Mostaghim, Sanaz; Reed, Patrick
In: Cham: Springer International Publishing, 2019, Online-Ressource (XX, 757 Seiten) - (Lecture notes in computer science; 11411; Theoretical Computer Science and General Issues; 11411; Springer eBook Collection; SpringerLink; Bücher), ISBN: 978-3-030-12598-1 Kongress: Evolutionary Multi-Criterion Optimization Conference 10 East Lansing, Mich. 2019.03.10-13
2018
Abstract
Movement-based localisation for PSO-inspired search behaviour of robotic swarms
Mai, Sebastian; Steup, Christoph; Mostaghim, Sanaz
In: Swarm intelligence / International Conference on Swarm Intelligence , 2018 - Cham : Springer, S. 431-432 - (Lecture Notes in Computer Science; 11172) [Konferenz: 11th International Conference on Swarm Intelligence, ANTS 2018, Rome, Italy, October 29-31, 2018]
Buchbeitrag
Energy-saving decision making for aerial swarms - PSO-based navigation in vector fields
Bartashevich, Palina; Koerte, Doreen; Mostaghim, Sanaz
In: 2017 SSCI proceedings / IEEE Symposium Series on Computational Intelligence , 2017 - Piscataway, NJ : IEEE ; IEEE Symposium Series on Computational Intelligence (10.:2017) . - 2018, insges. 8 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Honolulu, Hawaii, November 27 - December 1, 2017]
Buchbeitrag
Towards a general framework for artistic style transfer
Uhde, Florian; Mostaghim, Sanaz
In: Computational Intelligence in Music, Sound, Art and Design - Cham : Springer . - 2018, S. 177-193 - (Lecture Notes in Computer Science; 10783) [Konferenz: 7th International Conference, EvoMUSART 2018, Parma, Italy, April 4-6, 2018]
Buchbeitrag
How swarm size during evolution impacts the behavior, generalizability, and brain complexity of animats performing a spatial navigation task
Fischer, Dominik; Mostaghim, Sanaz; Albantakis, Larissa
In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY : ACM . - 2018, S. 77-84 [Konferenz: Genetic and Evolutionary Computation Conference, GECCO '18, Kyoto, Japan, July 15-19, 2018]
Buchbeitrag
Transfer strategies from single- to multi-objective grouping mechanisms
Sander, Frederick; Zille, Heiner; Mostaghim, Sanaz
In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY : ACM . - 2018, S. 729-736 [Konferenz: Genetic and Evolutionary Computation Conference, GECCO '18, Kyoto, Japan, July 15-19, 2018]
Buchbeitrag
Evolving PSO algorithm design in vector fields using geometric semantic GP
Bartashevich, Paulina; Bakurov, Illya; Mostaghim, Sanaz; Vanneschi, Leonardo
In: GECCO'18 companion - New York, New York : The Association for Computing Machinery . - 2018, S. 262-263 [Konfernz: Genetic and Evolutionary Computation Conference, GECCO '18, Kyoto, Japan, July 15 - 19, 2018]
Buchbeitrag
PSO-based search rules for aerial swarms against unexplored vector fields via genetic programming
Bartashevich, Palina; Bakurov, Illya; Mostaghim, Sanaz; Vanneschi, Leonardo
In: Parallel Problem Solving from Nature – PPSN XV - Cham : Springer International Publishing . - 2018, S. 41-53 - (Lecture Notes in Computer Science; 11101) [Konferenz: 15th International Conference Parallel Problem Solving from Nature, PPSN XV, Coimbra, Portugal, September 8-12, 2018]
Buchbeitrag
Vector field benchmark for collective search in unknown dynamic environments
Bartashevich, Palina; Knors, Welf; Mostaghim, Sanaz
In: Swarm intelligence / International Conference on Swarm Intelligence , 2018 - Cham : Springer ; Dorigo, Marco, S. 411-419 - (Lecture Notes in Computer Science; 11172) [Konferenz: 11th International Conference on Swarm Intelligence, ANTS 2018, Rome, Italy, October 29-31, 2018]
Buchbeitrag
Simultaneous localisation and optimisation for swarm robotics
Mai, Sebastian; Steup, Christoph; Mostaghim, Sanaz
In: 2018 SSCI proceedings / IEEE Symposium Series on Computational Intelligence , 2018 - Piscataway, NJ : IEEE, S. 1998-2004 [Konferenz: 2018 SSCI, Bangalore, India, 2018.11.18-21]
Buchbeitrag
Understanding collective decision-making in natural swarms
Hasan, Asema; Mostaghim, Sanaz
In: 2018 SSCI proceedings / IEEE Symposium Series on Computational Intelligence , 2018 - Piscataway, NJ : IEEE, S. 1563-1570 [Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]
Buchbeitrag
A survey on graph-based systems in manufacturing processes
Weise, Jens; Benkhardt, Steven; Mostaghim, Sanaz
In: 2018 SSCI proceedings / IEEE Symposium Series on Computational Intelligence , 2018 - Piscataway, NJ : IEEE, S. 112-119 [Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]
Buchbeitrag
A robot localization framework using CNNs for object detection and pose estimation
Hoyer, Lukas; Steup, Christoph; Mostaghim, Sanaz
In: 2018 SSCI proceedings / IEEE Symposium Series on Computational Intelligence , 2018 - Piscataway, NJ : IEEE, S. 1388-1395 [Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]
Buchbeitrag
Investigation of a simple distance based ranking metric for decomposition-based multi/many-objective evolutionary algorithms
Singh, Hemant Kumar; Bhattacharjee, Kalyan Shankar; Ray, Tapabrata; Mostaghim, Sanaz
In: AI 2018: advances in artificial intelligence / Australasian Joint Conference on Artificial Intelligence , 2018 - Cham : Springer, S. 384-396 - (Lecture notes in computer science; 11320) [Konferenz: 31st Australasian joint conference on Advances in Artificial Intelligence, AI 2018, Wellington, New Zealand, December 11-14, 2018]
Buchbeitrag
Comparison study of large-scale optimisation techniques on the LSMOP benchmark functions
Zille, Heiner; Mostaghim, Sanaz
In: 2017 SSCI proceedings / IEEE Symposium Series on Computational Intelligence , 2017 - Piscataway, NJ : IEEE ; IEEE Symposium Series on Computational Intelligence (10.:2017) . - 2018, insges. 8 S. [Symposium: IEEE Symposium Series on Computational Intelligence, SSCI, Honolulu, Hawaii, November 27 - December 1, 2017]
Begutachteter Zeitschriftenartikel
Multi-objective distance minimization problems - applications in technical systems
Mostaghim, Sanaz; Steup, Christoph; Zille, Heiner
In: Automatisierungstechnik - Berlin : De Gruyter, Bd. 66 (2018), Heft 11, S. 964-974
Artikel in Kongressband
Meta heuristics for dynamic machine scheduling - a review of research efforts and industrial requirements
Anderer, S.; Vu, T.-H.; Scheuermann, B.; Mostaghim, Sanaz
In: IJCCI 2018 , 2018 - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda., S. 192-203 [Konferenz: 10th International Joint Conference on Computational Intelligence, IJCCI 2018, Seville, Spain, September 18-20, 2018]
2017
Buchbeitrag
A knee point based evolutionary multi-objective optimization for mission planning problems
Ramirez-Atencia, Cristian; Mostaghim, Sanaz; Camacho, David
In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY : ACM . - 2017, S. 1216-1223 [Konferenz: Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, 15 - 19 July, 2017]
Buchbeitrag
Comparison study of large-scale optimisation techniques on the LSMOP benchmark functions
Zille, Heiner; Mostaghim, Sanaz
In: 2017 SSCI proceedings - Piscataway, NJ : IEEE, S. 2817-2824
Buchbeitrag
Energy-saving decision making for aerial swarms - PSO-based navigation in vector fields
Bartashevich, Palina; Koerte, Doreen; Mostaghim, Sanaz
In: 2017 SSCI proceedings - Piscataway, NJ : IEEE, S. 1848-1855
Buchbeitrag
HTN fighter - planning in a highly-dynamic game
Neufeld, Xenija; Mostaghim, Sanaz; Perez-Liebana, Diego
In: 2017 9th Computer Science and Electronic Engineering Conference (CEEC) , 2017 - [Piscataway, NJ] : IEEE ; Computer Science and Electronic Engineering Conference (9.:2017), S. 189-194 [Konferenz: 9th Computer Science and Electronic Engineering Conference (CEEC), Essex, UK, 27th-29th September 2017]
Buchbeitrag
Dynamic distance minimization problems for dynamic multi-objective optimization
Zille, Heiner; Kottenhahn, André; Mostaghim, Sanaz
In: 2017 IEEE Congress on Evolutionary Computation (CEC) , 2017 - Piscataway, NJ : IEEE ; IEEE Congress on Evolutionary Computation (2017), S. 952-959 [Kongress: 2017 IEEE Congress on Evolutionary Computation, CEC, Donostia-San Sebastián, Spain, 5-8 June, 2017]
Buchbeitrag
PSO-based search mechanism in dynamic environments - swarms in vector fields
Bartashevich, Palina; Grimaldi, Luigi; Mostaghim, Sanaz
In: 2017 IEEE Congress on Evolutionary Computation (CEC) , 2017 - Piscataway, NJ : IEEE ; IEEE Congress on Evolutionary Computation (2017), S. 1263-1270 [Kongress: 2017 IEEE Congress on Evolutionary Computation, CEC, Donostia-San Sebastián, Spain, 5-8 June, 2017]
Buchbeitrag
Elitism and aggregation methods in partial redundant evolutionary swarms solving a multi-objective tasks
Moritz, Ruby; Zille, Heiner; Mostaghim, Sanaz
In: 2017 IEEE Congress on Evolutionary Computation (CEC) , 2017 - Piscataway, NJ : IEEE ; IEEE Congress on Evolutionary Computation (2017), S. 1467-1473 [Kongress: 2017 IEEE Congress on Evolutionary Computation, CEC, Donostia-San Sebastián, Spain, 5-8 June, 2017]
Buchbeitrag
Influence of dynamic environments on agent strategies
Piper, Franz; Mostaghim, Sanaz
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI) , 2016 - Piscataway, NJ : IEEE . - 2017, insges. 8 S. [Kongress: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 6th - 9th December, 2016, Athens, Greece; Copyright 2016]
Buchbeitrag
Mutation operators based on variable grouping for multi-objective large-scale optimization
Zille, Heiner; Ishibuchi, Hisao; Mostaghim, Sanaz; Nojima, Yusuke
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI) , 2016 - Piscataway, NJ : IEEE . - 2017, insges. 8 S. [Kongress: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 6th - 9th December, 2016, Athens, Greece; Copyright 2016]
Buchbeitrag
Energy aware particle swarm optimization as search mechanism for aerial micro-robots
Mostaghim, Sanaz; Steup, Christoph; Witt, Fabian
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI) , 2016 - Piscataway, NJ : IEEE . - 2017, insges. 7 S. [Kongress: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 6th - 9th December, 2016, Athens, Greece; Copyright 2016]
Buchbeitrag
Towards real-time fleet-event-handling for the dynamic vehicle routing problem
Anderer, Simon; Halbich, Max; Scheuermann, Bernd; Mostaghim, Sanaz
In: Proceedings of the 9th International Joint Conference on Computational Intelligence. Volume 1 - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda. . - 2017, S. 35-44 [Konferenz: 9th International Joint Conference on Computational Intelligence, IJCCI 2017, Funchal, Madeira, Portugal, November 1-3, 2017]
Begutachteter Zeitschriftenartikel
A framework for large-scale multi-objective optimization based on problem transformation
Zille, Heiner; Ishibuchi, Hisao; Mostaghim, Sanaz; Nojima, Yusuke
In: IEEE transactions on evolutionary computation / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2017, insges. 16 S.
Begutachteter Zeitschriftenartikel
Solving the Bi-objective Traveling Thief Problem with multi-objective evolutionary algorithms
Blank, Julian; Deb, Kalyanmoy; Mostaghim, Sanaz
In: Evolutionary multi-criterion optimization / EMO , 2017 - Cham : Springer, S. 46-60 - (Lecture notes in computer science; 10173) [Kongress: 9th International Conference Evolutionary Multi-Criterion Optimization, EMO 2017, Münster, Germany, March 19-22, 2017]
Begutachteter Zeitschriftenartikel
Heterogeneous evolutionary swarms with partial redundancy solving multi-objective tasks
Moritz, Ruby L. V.; Mostaghim, Sanaz
In: Evolutionary multi-criterion optimization / EMO , 2017 - Cham : Springer, S. 453-468 - (Lecture notes in computer science; 10173) [Kongress: 9th International Conference Evolutionary Multi-Criterion Optimization, EMO 2017, Münster, Germany, March 19-22, 2017]
Begutachteter Zeitschriftenartikel
Multiobjective optimization for interwoven systems
Klamroth, Kathrin; Mostaghim, Sanaz; Naujoks, Boris; Poles, Silvia; Purshouse, Robin; Rudolph, Günter; Ruzika, Stefan; Sayın, Serpil; Wiecek, Margaret M.; Yao, Xin
In: Journal of multi-criteria decision analysis - Chichester : Wiley, Bd. 24 (2017), Heft 1/2, S. 71-81
Herausgeberschaft
Frontiers in Computational Intelligence
Mostaghim, Sanaz; Nürnberger, Andreas; Borgelt, Christian
In: [s.l.]: Springer International Publishing AG 2018, Online-Ressource (IX, 143 p. 43 illus., 32 illus. in color, online resource) - (Studies in Computational Intelligence; 739; SpringerLink; Bücher), ISBN: 978-3-319-67789-7
Herausgeberschaft
Frontiers in Computational Intelligence
Mostaghim, Sanaz; Nürnberger, Andreas; Borgelt, Christian
In: [s.l.] Springer International Publishing AG 2018, 2017, 1 Online-Ressource - (Studies in computational intelligence; 739)
2016
Buchbeitrag
Energy aware particle swarm optimization as search mechanism for aerial micro-robots
Mostaghim, Sanaz; Steup, Christoph; Witt, Fabian
In: The 2016 IEEE Symposium Series on Computational Intelligence - Piscataway, NJ : IEEE, insges. 7 S. [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]
Buchbeitrag
Mutation operators based on variable grouping for multi-objective large-scale optimization
Zille, Heiner; Ishibuchi, Hisao; Mostaghim, Sanaz; Nojima, Yusuke
In: The 2016 IEEE Symposium Series on Computational Intelligence - Piscataway, NJ : IEEE, insges. 8 S. [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]
Buchbeitrag
Influence of dynamic environments on agent strategies
Pieper, Franz; Mostaghim, Sanaz
In: The 2016 IEEE Symposium Series on Computational Intelligence - Piscataway, NJ : IEEE, insges. 8 S. [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]
Buchbeitrag
Multi-objective fitness-proportional attraction approach with weights
Laack, Patrick; Zille, Heiner; Mostaghim, Sanaz
In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) - Piscataway, NJ : IEEE, S. 3316-3323 [Kongress: IEEE World Congress on Computational Intelligence, IEEE WCCI 2016, Vancouver, Canada, 24 - 29 July, 2016]
Buchbeitrag
Functional brain network extraction using a genetic algorithm with a kick-out method
Harada, Kei; Tanaka, Misato; Hiwa, Satoru; Zille, Heiner; Mostaghim, Sanaz; Hiroyasu, Tomoyuki
In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) - Piscataway, NJ : IEEE, S. 4721-4727 [Kongress: IEEE World Congress on Computational Intelligence, IEEE WCCI 2016, Vancouver, Canada, 24 - 29 July, 2016]
Buchbeitrag
Multi-objective tree search approaches for general video game playing
Perez-Liebana, Diego; Mostaghim, Sanaz; Lucas, Simon
In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) - Piscataway, NJ : IEEE, S. 624-631 [Kongress: IEEE World Congress on Computational Intelligence, IEEE WCCI 2016, Vancouver, Canada, 24 - 29 July, 2016]
Buchbeitrag
The influence of heredity models on adaptability in evolutionary swarms
Moritz, Ruby; Mostaghim, Sanaz
In: Proceedings of the International Conference on Genetic and evolutionary computation conference 2016 - New York, NY : ACM, S. 37-44 [Kongress: GECCO '16, 20. - 24. July 2016, Denver, USA]
Buchbeitrag
Weighted optimization framework for large-scale multi-objective optimization
Zille, Heiner; Ishibuchi, Hisao; Mostaghim, Sanaz; Nojima, Yusuke
In: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - New York, NY : ACM ; Friedrich, Tobias, S. 83-84 [Kongress: 2016 on Genetic and Evolutionary Computation Conference Companion, GECCO '16, Denver, 20. - 24. July, 2016]
Begutachteter Zeitschriftenartikel
Hybrid societies - challenges and perspectives in the design of collective behavior in self-organizing systems
Hamann, Heiko; Khaluf, Yara; Botev, Jean; Divband Soorati, Mohammad; Ferrante, Eliseo; Kosak, Oliver; Montanier, Jean-Marc; Mostaghim, Sanaz; Redpath, Richard; Timmis, Jon; Veenstra, Frank; Wahby, Mostafa; Zamuda, Aleš
In: Frontiers in robotics and AI - Lausanne : [Verlag nicht ermittelbar] - Vol. 3.2016, Art. 14, insgesamt 8 S.
Dissertation
Optimierung der Kosten und Verfügbarkeit von IT-Dienstleistungen durch Lösung eines Redundanz-Allokation-Problems
Bosse, Sascha; Turowski, Klaus; Mostaghim, Sanaz
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2016, xii, 151 Seiten [Literaturverzeichnis: Seite 139-150][Literaturverzeichnis: Seite 139-150]
Artikel in Kongressband
Mixed-reality simulation environment for a swarm of autonomous indoor quadcopters
Steup, Christoph; Mostaghim, Sanaz; Mäurer, Lukas; Velinov, Vladimir
In: Rotorcraft Virtual Engineering Conference , 2016 - [London] - 2016, paper 5.17, insgesamt 11 S. [Kongress: Rotorcraft Virtual Engineering Conference, Liverpool, 8-10 November, 2016]
Wissenschaftliche Monographie
Computational Intelligence - A Methodological Introduction
Kruse, Rudolf; Borgelt, Christian; Braune, Christian; Mostaghim, Sanaz; Steinbrecher, Matthias
In: London: Springer, 2016, Online-Ressource (XIII, 564 p. 255 illus, online resource) - (Texts in Computer Science; SpringerLink; Bücher; Springer eBook Collection; Computer Science), ISBN: 978-1-4471-7296-3
Wissenschaftliche Monographie
Computational intelligence - a methodological introduction
Kruse, Rudolf; Borgelt, Christian; Braune, Christian; Mostaghim, Sanaz; Steinbrecher, Matthias
In: 2016, Imprint: Springer, s.l., 1 Online-Ressource (XIII, 564 p. 255 illus) - (Texts in Computer Science), ISBN: 978-1-4471-7296-3
Nicht begutachteter Zeitschriftenartikel
Evaluation platform for micro aerial indoor swarm robotics
Steup, Christoph; Mostaghim, Sanaz; Mai, Sebastian
In: Magdeburg: FIN, 2016, 13 Seiten - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 2016,03)
2015
Buchbeitrag
Investigation of electrothermal plasma pellet launcher optimization for fusion fueling
Esmond, M. J.; Mostaghim, Sanaz; Gebhart, T. E.; Winfrey, A. L.
In: 2014 IEEE 41st International Conference on Plasma Sciences (ICOPS) held with 2014 IEEE International Conference on High-Power Particle Beams (Beams) - Piscataway, NJ : IEEE . - 2015, insges. 2 S. [Konferenz: 41st IEEE International Conference on Plasma Science and the 20th International Conference on High-Power Particle Beams, ICOPS/BEAMS 2014, Washington, DC, 25 - 29 May 2014; Copyright 2014]
Buchbeitrag
Using -dominance for Hidden and degenerated pareto-fronts
Zille, Heiner; Mostaghim, Sanaz
In: IEEE SSCI 2015 - Piscataway, NJ : IEEE, S. 845-852
Buchbeitrag
Procedural level generation with answer set programming for general Video Game playing
Neufeld, Xenija; Mostaghim, Sanaz; Perez-Liebana, Diego
In: 2015 7th Computer Science and Electronic Engineering Conference (CEEC) - Piscataway, NJ : IEEE, S. 207-212 Kongress: CEEC 7 Colchester 2015.09.24-25
Buchbeitrag
Properties of scalable distance minimization problems using the Manhattan metric
Zille, Heiner; Mostaghim, Sanaz
In: 2015 IEEE Congress on Evolutionary Computation (CEC 2015) - Piscataway, NJ : IEEE, S. 2875-2882 [Kongress: IEEE Congress on Evolutionary Computation (CEC 2015), Sendai, 25-28 May 2015]
Buchbeitrag
Open loop search for general video game playing
Liebana Perez, Diego; Diskau, Jens; Hünnermund, Martin; Mostaghim, Sanaz; Lucas, Simon
In: Proceeding of the 2015 on Genetic and Evolutionary Computation Conference - New York, NY : ACM, S. 337-344
Buchbeitrag
Runtime self-integration as key challenge for mastering interwoven systems
Hähner, Jörg; Brinkschulte, Uwe; Lukowicz, Paul; Mostaghim, Sanaz; Sick, Bernhard; Tomforde, Sven
In: Proceedings of ARCS 2015 - IEEE, insges. 8 S. [Workshop on Self-Optimisation in Organic and Autonomic Computing Systems (SAOS15)]
Buchbeitrag
Optimization of capillary source geometry for maximum pellet exit velocity in electrothermal plasma launchers
Esmond, M. J.; Mostaghim, Sanaz; Gebhart, T. E.; Winfrey, A. L.
In: 2014 IEEE 41st International Conference on Plasma Sciences (ICOPS) held with 2014 IEEE International Conference on High-Power Particle Beams (Beams) - Piscataway, NJ : IEEE . - 2015, insges. 1 S. [Konferenz: 41st IEEE International Conference on Plasma Science and the 20th International Conference on High-Power Particle Beams, ICOPS/BEAMS 2014, Washington, DC, 25 - 29 May 2014; Copyright 2014]
Begutachteter Zeitschriftenartikel
Multiobjective Monte Carlo tree search for real-time games
Perez, Diego; Mostaghim, Sanaz; Samothrakis, Spyridon; Lucas, Simon
In: IEEE transactions on computational intelligence and AI in games / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 7 (2015), Heft 4, S. 347 - 360
Begutachteter Zeitschriftenartikel
Confidence measure - a novel metric for robust meta-heuristic optimisation algorithms
Mirjalili, Seyedali; Lewis, Andrew; Mostaghim, Sanaz
In: Information sciences - New York, NY : Elsevier Science Inc., Bd. 317 (2015), S. 114-142
Begutachteter Zeitschriftenartikel
Multiobjective Optimization for Interwoven Systems
Ishibuchi, Hisao; Klamroth, Kathrin; Mostaghim, Sanaz; Naujoks, Boris; Poles, Silvia; Purshouse, Robin; Rudolph, Günter; Ruzika, Stefan
In: Dagstuhl Reports / Schloss Dagstuhl, Leibniz-Zentrum für Informatik - Wadern : Schloss Dagstuhl, Bd. 5 (2015), Heft 1, S. 139-150 [Dagstuhl Seminar 15031]
Artikel in Kongressband
Procedural level generation with answer set programming for general video game playing
Neufeld, Xenija; Mostaghim, Sanaz; Perez, Diego
In: 7th Computer Science and Electronic Engineering Conference (CEEC) - IEEE . - 2015, S. 207-212
Originalartikel in begutachteter zeitschriftenartiger Reihe
Open Loop Search for General Video Game Playing
Perez Liebana, Diego; Dieskau, Jens; Hunermund, Martin; Mostaghim, Sanaz; Lucas, Simon
In: 2015,
2014
Buchbeitrag
Archive based multi-swarm algorithm for many-objective problems
André, Britto; Mostaghim, Sanaz; Pozo, Aurora
In: 2014 Brazilian Conference on Intelligent Systems, BRACIS 2014 - Piscataway, NJ: IEEE, S. 79-84Kongress: BRACIS 2014 (São Carlos, Brazil : 2014.10.18-23)
Buchbeitrag
A review of hybrid evolutionary multiple criteria decision making methods
Purshouse, R.; Deb, K.; Mansor, M.; Mostaghim, Sanaz; Wang, R.
In: IEEE Congress on Evolutionary Computation (CEC), 2014: 6 - 11 July 2014, Beijing, China ; [part of the 2014 IEEE World Congress on Computational Intelligence (IEEE WCCI 2014)] - Piscataway, NJ: IEEE, S. 1147-1154Kongress: CEC (Beijing : 2014.07.06-11)
Begutachteter Zeitschriftenartikel
Hop count based distance estimation in mobile ad hoc networks - challenges and consequences
Merkel, Sabrina; Mostaghim, Sanaz; Schmeck, Hartmut
In: Ad hoc Networks - Amsterdam [u.a.]: Elsevier Science, Bd. 15.2014, S. 39-52
Begutachteter Zeitschriftenartikel
Self-organized swarm display
Merkel, Sabrina; Mostaghim, Sanaz; Schmeck, Hartmut
In: International Journal of Swarm Intelligence: IJSI - Genève: Inderscience Enterprises, 2014
2013
Buchbeitrag
Distributed swarm evacuation planning
Merkel, Sabrina; Mostaghim, Sanaz; Blum, D.; Schmeck, Hartmut
In: Proceedings of the 2013 IEEE Swarm Intelligence Symposium (SIS). - Piscataway, NJ : IEEE, S. 276-283
Buchbeitrag
Iterated multi-swarm: a multi-swarm algorithm based on archiving methods
Britto, Andre; Mostaghim, Sanaz; Pozo, Aurora
In: Alba, Enrique: : Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference. - New York, NY : ACM, S. 583-590, 2013Kongress: GECCO 13; 15 (Amsterdam, Netherlands) : 2013.07.06-10
Begutachteter Zeitschriftenartikel
Experimental analysis of bound handling techniques in particle swarm optimization
Helwig, Sabine; Branke, Juergen; Mostaghim, Sanaz
In: IEEE transactions on evolutionary computation. - New York, NY : IEEE, Bd. 17.2013, 2, S. 259-271
Begutachteter Zeitschriftenartikel
Preface: Nature inspired solutions for high performance computing
Folino, G.; Mastroianni, C.; Mostaghim, S.
In: Natural Computing, Vol. 12, 2013, Issue 1, S. 27-28, ISSN 15677818, 10.1007/s11047-012-9326-9
Originalartikel in begutachteter internationaler Zeitschrift
Hop Count Based Distance Estimation in Mobile Ad Hoc Networks - Challenges and Consequences
Merkel, Sabrina; Mostaghim, Sanaz; Schmeck, Hartmut
In: Journal of Ad Hoc Networks on “Smart Solutions for Mobility Supported Distributed and Embedded Systems”
Originalartikel in begutachteter zeitschriftenartiger Reihe
Identification of Success Criteria and underlying Parameters for the Evaluation of newly created Ventures
Presse, Andre; Mostaghim, Sanaz; Stroisch, Philip
In: 17th Interdisciplinary Entrepreneurship Conference, November 2013
Originalartikel in begutachteter zeitschriftenartiger Reihe
Multi-iterated Swarm
Britto, Andre; Mostaghim, Sanaz; Pozo, Ana
In: Genetic and Evolutionary Computation Conference (GECCO), pages 56 – 64, July 2013
2012
Begutachteter Zeitschriftenartikel
Validating a peer-to-peer evolutionary algorithm
Laredo, J.L.J.; Bouvry, P.; Mostaghim, S.; Merelo-Guervós, J.-J.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7248 LNCS, 2012, S. 436-445, ISSN 03029743, 10.1007/978-3-642-29178-4_44
Begutachteter Zeitschriftenartikel
Distributed geometric distance estimation in ad hoc networks
Merkel, S.; Mostaghim, S.; Schmeck, H.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7363 LNCS, 2012, S. 28-41, ISSN 03029743, 10.1007/978-3-642-31638-8_3
Herausgeberschaft
Adaptive range parameter control
Aleti, A.; Moser, I.; Mostaghim, S.
In: 2012 IEEE Congress on Evolutionary Computation, CEC 2012, 2012, 10.1109/CEC.2012.6256567
Herausgeberschaft
A study of mobility in ad hoc networks and its effects on a hop count based distance estimation
Merkel, S.; Mostaghim, S.; Schmeck, H.
In: 2012 5th International Conference on New Technologies, Mobility and Security - Proceedings of NTMS 2012 Conference and Workshops, 2012, 10.1109/NTMS.2012.6208681
2011
Herausgeberschaft
Self-organized invasive parallel optimization
Mostaghim, S.; Pfeiffer, F.; Schmeck, H.
In: 8th International Conference on Autonomic Computing, ICAC 2011 Co-located Workshops - Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, BADS 2011, 2011, S. 49-56, 10.1145/1998570.1998581
Herausgeberschaft
A Markov-chain-based model for success prediction of evolution in complex environments
König, L.; Mostaghim, S.; Schmeck, H.
In: ECTA 2011 FCTA 2011 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications and International Conference on Fuzzy Computation Theory and Applications, 2011, S. 90-102
Herausgeberschaft
8th International Conference on Autonomic Computing, ICAC 2011 Co-located Workshops - Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, BADS 2011: Foreword
Folino, G.; Mastroianni, C.; Mostaghim, S.; Suzuki, J.
In: 8th International Conference on Autonomic Computing, ICAC 2011 Co-located Workshops - Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, BADS 2011, 2011, S. iii-iv
2010
Begutachteter Zeitschriftenartikel
Interactive multi-objective particle swarm optimization with heatmap-visualization-based user interface
Hettenhausen, J.; Lewis, A.; Mostaghim, S.
In: Engineering Optimization, Vol. 42, 2010, Issue 2, S. 119-139, ISSN 0305215X, 10.1080/03052150903042632
Begutachteter Zeitschriftenartikel
Preference-based multi-objective particle swarm optimization using desirabilities
Mostaghim, S.; Trautmann, H.; Mersmann, O.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 6239 LNCS, 2010, Issue PART 2, S. 101-110, ISSN 03029743, 10.1007/978-3-642-15871-1_11
Begutachteter Zeitschriftenartikel
Parallel multi-objective optimization using self-organized heterogeneous resources
Mostaghim, S.
In: Studies in Computational Intelligence, Vol. 269, 2010, S. 165-179, ISSN 1860949X, 10.1007/978-3-642-10675-0_8
Herausgeberschaft
Parallel optimisation and parameter fitting
Mostaghim, S.
In: Proceedings - 6th IEEE International Conference on e-Science Workshops, e-ScienceW 2010, 2010, S. xii, 10.1109/eScienceW.2010.8
Herausgeberschaft
The automotive deployment problem: A practical application for constrained multiobjective evolutionary optimisation
Moser, I.; Mostaghim, S.
In: 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010, 2010, 10.1109/CEC.2010.5585991
Herausgeberschaft
Organic computing in off-highway machines
Wüensche, M.; Mostaghim, S.; Schmeck, H.; Kautzmann, T.; Geimer, M.
In: Proceeding of the 2nd International Workshop on Self-Organizing Architectures, SOAR '10, Co-located with ICAC'10, 2010, S. 51-58, 10.1145/1809036.1809048
2009
Begutachteter Zeitschriftenartikel
Decentralized evolution of robotic behavior using finite state machines
König, L.; Mostaghim, S.; Schmeck, H.
In: International Journal of Intelligent Computing and Cybernetics, Vol. 2, 2009, Issue 4, S. 695-723, ISSN 1756378X, 10.1108/17563780911005845
Begutachteter Zeitschriftenartikel
Asynchronous multi-objective optimisation in unreliable distributed environments
Lewis, A.; Mostaghim, S.; Scriven, I.
In: Studies in Computational Intelligence, Vol. 210, 2009, S. 51-78, ISSN 1860949X, 10.1007/978-3-642-01262-4_3
Begutachteter Zeitschriftenartikel
Studies in Computational Intelligence: Preface
Lewis, A.; Mostaghim, S.; Randall, M.
In: Studies in Computational Intelligence, Vol. 210, 2009, S. V-IX, ISSN 1860949X
Begutachteter Zeitschriftenartikel
Self-organized parallel cooperation for solving optimization problems
Mostaghim, S.; Schmeck, H.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5455 LNCS, 2009, S. 135-145, ISSN 03029743, 10.1007/978-3-642-00454-4_15
Herausgeberschaft
Dynamic search initialisation strategies for multi-objective optimisation in peer-to-peer networks
Scriven, I.; Lewis, A.; Mostaghim, S.
In: 2009 IEEE Congress on Evolutionary Computation, CEC 2009, 2009, S. 1515-1522, 10.1109/CEC.2009.4983122
Herausgeberschaft
Online and onboard evolution of robotic behavior using finite state machines
König, L.; Mostaghim, S.; Schmeck, H.
In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Vol. 2, 2009, S. 1158-1159, ISSN 15488403
Herausgeberschaft
Empirical comparison of MOPSO methods-guide selection and diversity preservation
Padhye, N.; Branke, J.; Mostaghim, S.
In: 2009 IEEE Congress on Evolutionary Computation, CEC 2009, 2009, S. 2516-2523, 10.1109/CEC.2009.4983257
Herausgeberschaft
Intelligent business process execution using particle swarm optimization
Kress, M.; Mostaghim, S.; Seese, D.
In: Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, Science, and Engineering, 2009, S. 49-66, 10.4018/978-1-60566-705-8.ch003
2008
Begutachteter Zeitschriftenartikel
Distance based ranking in many-objective particle swarm optimization
Mostaghim, S.; Schmeck, H.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5199 LNCS, 2008, S. 753-762, ISSN 03029743, 10.1007/978-3-540-87700-4_75
Begutachteter Zeitschriftenartikel
Parallel approaches for multiobjective optimization
Talbi, E.-G.; Mostaghim, S.; Okabe, T.; Ishibuchi, H.; Rudolph, G.; Coello Coello, C.A.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5252 LNCS, 2008, S. 349-372, ISSN 03029743, 10.1007/978-3-540-88908-3-13
Begutachteter Zeitschriftenartikel
Hybridizing evolutionary strategies with continuation methods for solving multi-objective problems
Schütze, O.; Coello, C.A.C.; Mostaghim, S.; Talbi, E.-G.; Dellnitz, M.
In: Engineering Optimization, Vol. 40, 2008, Issue 5, S. 383-402, ISSN 0305215X, 10.1080/03052150701821328
Begutachteter Zeitschriftenartikel
Design of gate array circuits using evolutionary algorithms
Bungert, P.; Mostaghim, S.; Schmeck, H.; Branke, J.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 4934 LNCS, 2008, S. 38-50, ISSN 03029743, 10.1007/978-3-540-78153-0_5
Herausgeberschaft
Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments
Scriven, I.; Ireland, D.; Lewis, A.; Mostaghim, S.; Branke, J.
In: 2008 IEEE Congress on Evolutionary Computation, CEC 2008, 2008, S. 2481-2486, 10.1109/CEC.2008.4631130
Herausgeberschaft
Evolutionary population dynamics and multi-objective optimisation problems
Lewis, A.; Mostaghim, S.; Randall, M.
In: Multi-Objective Optimization in Computational Intelligence: Theory and Practice, 2008, S. 185-206, 10.4018/978-1-59904-498-9.ch007
Herausgeberschaft
Parallel multi-objective optimization using master-slave model on heterogeneous resources
Mostaghim, S.; Branke, J.; Lewis, A.; Schmeck, H.
In: 2008 IEEE Congress on Evolutionary Computation, CEC 2008, 2008, S. 1981-1987, 10.1109/CEC.2008.4631060
2007
Begutachteter Zeitschriftenartikel
Heatmap visualization of population based multi objective algorithms
Pryke, A.; Mostaghim, S.; Nazemi, A.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 4403 LNCS, 2007, S. 361-375, ISSN 03029743
Herausgeberschaft
Multi-objective particle swarm optimization on computer grids
Mostaghim, S.; Branke, J.; Schmeck, H.
In: Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, 2007, S. 869-875, 10.1145/1276958.1277127
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