Prof. Mostaghim

Prof. Dr.-Ing. habil. Sanaz Mostaghim
AG Computational Intelligence
Aktuelle Projekte
- Schwarmrobotik mit Flying Robots
Laufzeit: 01.10.2014 - 31.12.2023 - Evolutionäre multikriterielle Optimierung
Laufzeit: 01.10.2014 - 31.12.2023 - Computational Intelligence in Industrial Applications
Laufzeit: 01.01.2016 - 31.12.2023 - Collective Decision-Making Algorithms
Laufzeit: 01.01.2020 - 31.12.2023 - Computational Intelligence in Games
Laufzeit: 01.01.2019 - 31.12.2022 - MOSAIK: Methodik zur selbstorganisierten Aggregation interaktiver Komponenten
Laufzeit: 01.05.2019 - 30.04.2022 - DORIOT: Dynamische Laufzeitumgebung für organisch (dis-)aggregierende IoT-Prozesse
Laufzeit: 01.05.2019 - 30.04.2022 - Collective Decision Making in Dynamic Environments
Laufzeit: 01.01.2019 - 31.12.2021 - AI to the Rescue: Life-and-Death Decision-Making under Conflicting Criteria
Laufzeit: 01.01.2020 - 30.09.2021
Abgeschlossene Projekte
- Swarm Intelligence in Dynamic Environments
Laufzeit: 01.10.2016 - 30.09.2019 - Computational Intelligence in Games
Laufzeit: 01.01.2016 - 01.01.2019 - DAAD German Australia Research Kooperation
Laufzeit: 01.01.2017 - 31.12.2018 - Gender × Informatik.Förderung von Vernetzung und Dialog in der Forschung.
Laufzeit: 01.03.2016 - 31.05.2018 - Computational Intelligence in Games
Laufzeit: 01.01.2014 - 31.12.2016
2020
Begutachteter Zeitschriftenartikel
Generic component-based mission-centric energy model for micro-scale unmanned aerial vehicles
In: Drones - Basel: MDPI, Volume 4 (2020), issue 4, article 63, 17 Seiten
How cognitive and environmental constraints influence the reliability of simulated animats in groups
In: PLOS ONE - San Francisco, California, US: PLOS, Volume 15 (2020), issue 2, article e0228879, 32 Seiten
MOSAIK - a formal model for self-organizing manufacturing systems
In: IEEE pervasive computing: mobile and ubiquitous systems/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE . - 2020, insges. 10 S.
Particle swarm contour search algorithm
In: Entropy: an international and interdisciplinary journal of entropy and information studies - Basel: MDPI, Volume 22(2020), issue 4, article 407, 15 Seiten
Buchbeitrag
A many-objective route planning benchmark problem for navigation
In: GECCO\'20: proceedings of the Genetic and Evolutionary Computation Conference Companion : July 8-12, 2020, Cancún, Mexico - New York, New York: The Association for Computing Machinery, 2020 . - 2020, S. 183-184
A novel grid-based crowding distance for multimodal multi-objective optimization
In: 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 conference proceedings/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE, 2020 . - 2020, insges. 8 S.
Ant colony optimization based multi-robot planner for combined task allocation and path finding
In: 2020 17th International Conference on Ubiquitous Robots (UR)/ International Conference on Ubiquitous Robots - [Piscataway, NJ]: IEEE, 2020 . - 2020, S. 487-493
Collective decision making in swarm robotics with distributed Bayesian Hypothesis Testing
In: Swarm Intelligence: 12th International Conference, ANTS 2020, Barcelona, Spain, October 2628, 2020 : proceedings - Cham: Springer Nature Switzerland AG, 2020; Dorigo, Marco . - 2020, S. 55-67 - ( Lecture Notes in Computer Science; 12421)
Combining Manhattan and crowding distances in decision space for multimodal multi-objective optimization problems
In: Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences - Cham: Springer, 2020; Gaspar-Cunha, António . - 2020, S. 131-145 - ( Computational Methods in Applied Sciences; volume 55)
Impact of communication topology on PSO-based swarms in vector fields
In: IEEE Symposium Series on Computational Intelligence: December 1-4, 2020, Canberra, Australia - [Piscataway, NJ]: IEEE, 2020 . - 2020, S. 497 - 504
Machine learning for evaluating Kaizens in Volkswagen production system - an industrial case study
In: 2020 IEEE International Conference on Data Science and Advanced Analytics: DSAA 2020 : 6-9 October 2020 Sydney, Australia - Piscataway, NJ: IEEE, 2020; Webb, Geoff . - 2020, S. 781-782
Modeling pathfinding for swarm robotics
In: Swarm Intelligence: 12th International Conference, ANTS 2020, Barcelona, Spain, October 2628, 2020 : proceedings - Cham: Springer Nature Switzerland AG, 2020; Dorigo, Marco . - 2020, S. 190-202 - ( Lecture Notes in Computer Science; 12421)
Multi-objective task allocation for wireless sensor networks
In: IEEE Symposium Series on Computational Intelligence: December 1-4, 2020, Canberra, Australia - [Piscataway, NJ]: IEEE, 2020 . - 2020, S. 181 - 188
On the scalable multi-objective multi-agent pathfinding problem
In: 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 conference proceedings/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE, 2020 . - 2020, insges. 8 S.
Survey into predictive key performance indicator analysis from data mining perspective
In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA): proceedings : Vienna, Austria - hybrid, 08-11 September, 2020/ IEEE International Conference on Emerging Technologies and Factory Automation - Piscataway, NJ: IEEE, 2020; IEEE International Conference on Emerging Technologies and Factory Automation (25.:2020) . - 2020, S. 476-483
T-EA - a Traceable Evolutionary Algorithm
In: 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 conference proceedings/ IEEE Congress on Evolutionary Computation - Piscataway, NJ, USA: IEEE, 2020 . - 2020, insges. 8 S.
The addRole-EA - a new evolutionary algorithm for the role mining problem
In: Proceedings of the 12th International Joint Conference on Computational Intelligence. Volume 1: Novenber 2-4, 2020 - Scitepress Digital Library, 2020; Merelo, Juan Julian . - 2020, S. 155-166
The effects of crowding distance and mutation in multimodal and multi-objective optimization problems
In: Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences - Cham: Springer, 2020; Gaspar-Cunha, António . - 2020, S. 115-130 - ( Computational Methods in Applied Sciences; volume 55)
2019
Abstract
Combining manhattan and crowding distances in decision space for multimodal multi-objective optimization problems
In: EUROGEN 2019 - Guimarães, 2019 . - 2019, S. 1-6 ; [Konferenz: EUROGEN 2019, Guimarães, Portugal, September 12-14, 2019]
The effects of crowding distance and mutation in multimodal and multi-objective optimization problems
In: EUROGEN 2019: extended abstracts ; September 12-14, 2019, Guimarães, Portugal - Guimarães, 2019 . - 2019, S. 1-8 ; [Konferenz: EUROGEN 2019, Guimarães, Portugal, September 12-14, 2019]
Begutachteter Zeitschriftenartikel
Building a planner - a survey of planning systems used in commercial video games
In: IEEE transactions on games - New York, NY: IEEE, Bd. 11 (2019), 2, S. 91-108
Buchbeitrag
A local approach to forward model learning - results on the game of life game
In: 2019 IEEE Symposium on Computational Intelligence and Games (CIG\'19) - Piscataway, NJ: IEEE, 2019 . - 2019, S. 1-8
Benchmarking collective perception - new task difficulty metrics for collective decision-making
In: Progress in Artificial Intelligence - Cham: Springer, 2019 . - 2019, S. 699-711 - (Lecture Notes in Computer Science; vol.11805)
Graph-based multi-objective generation of customised wiring harnesses
In: GECCO\'19 - New York, New York: The Association for Computing Machinery, 2019 . - 2019, S. 407-408
Ising model as a switch voting mechanism in collective perception
In: Progress in Artificial Intelligence - Cham: Springer, 2019 . - 2019, S. 617-629 - (Lecture Notes in Computer Science; vol.11805)
Linear search mechanism for multi- and many-objective optimisation
In: Evolutionary multi-criterion optimization - 10th international conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019 : proceedings: 10th international conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019 : proceedings/ EMO - Cham: Springer International Publishing, 2019; Deb, Kalyanmoy . - 2019, S. 399-410 - (Lecture notes in computer science; 11411)
Modified crowding distance and mutation for multimodal multi-objective optimization
In: GECCO\'19: proceedings of the Genetic and Evolutionary Computation Conference Companion : July 13-17, 2019, Prague, Czech Republic - New York, New York: The Association for Computing Machinery, 2019; López-Ibáñez, Manuel . - 2019, S. 211-212
Multi-objective collective search and movement-based metrics in swarm robotics
In: GECCO\'19: proceedings of the Genetic and Evolutionary Computation Conference Companion : July 13-17, 2019, Prague, Czech Republic - New York, New York: The Association for Computing Machinery, 2019; López-Ibáñez, Manuel . - 2019, S. 387-388
Online optimization of movement cost for robotic applications of PSO
In: Progress in Articial Intelligence: 19th EPIA Conference on Articial Intelligence, EPIA 2019 Vila Real, Portugal, September 3-6, 2019 Proceedings, Part I - Cham: Springer, 2019; Oliveira, Paulo Moura . - 2019, S. 307-318 - (Lecture Notes in Computer Science; vol.11805)
Performance of dynamic algorithms on the dynamic distance minimization problem
In: GECCO\'19: proceedings of the Genetic and Evolutionary Computation Conference Companion : July 13-17, 2019, Prague, Czech Republic - New York, New York: The Association for Computing Machinery, 2019; López-Ibáñez, Manuel . - 2019, S. 205-206
Positive impact of isomorphic changes in the environment on collective decision-making
In: GECCO\'19 - New York, New York: The Association for Computing Machinery, 2019 . - 2019, S. 105-106
Herausgeberschaft
Evolutionary multi-criterion optimization - 10th international conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019 : proceedings
In: Cham: Springer International Publishing, 2019, Online-Ressource (XX, 757 Seiten) - (SpringerLink; Bücher; Lecture notes in computer science; 11411)
2018
Abstract
Movement-based localisation for PSO-inspired search behaviour of robotic swarms
In: Swarm intelligence: 11th International Conference, ANTS 2018, Rome, Italy, October 2931, 2018 : proceedings - 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]
Artikel in Kongressband
Meta heuristics for dynamic machine scheduling - a review of research efforts and industrial requirements
In: IJCCI 2018: 10th International Joint Conference on Computational Intelligence : Seville, Spain, September 18-20, 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]
Begutachteter Zeitschriftenartikel
Multi-objective distance minimization problems - applications in technical systems
In: Automatisierungstechnik: AT - Berlin: De Gruyter, 1985, Bd. 66.2018, 11, S. 964-974
Buchbeitrag
A robot localization framework using CNNs for object detection and pose estimation
In: 2018 SSCI proceedings: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018 - Piscataway, NJ: IEEE, S. 1388-1395 ; [Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]
A survey on graph-based systems in manufacturing processes
In: 2018 SSCI proceedings: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018 - Piscataway, NJ: IEEE, S. 112-119 ; [Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]
Comparison study of large-scale optimisation techniques on the LSMOP benchmark functions
In: 2017 SSCI proceedings: 2017 IEEE SSCI, Honolulu, Hawaii, UA/ IEEE Symposium Series on Computational Intelligence - Piscataway, NJ: IEEE, 2018; IEEE Symposium Series on Computational Intelligence (10.:2017) . - 2018, insges. 8 S.
Energy-saving decision making for aerial swarms - PSO-based navigation in vector fields
In: 2017 SSCI proceedings: 2017 IEEE SSCI, Honolulu, Hawaii, UA - Piscataway, NJ: IEEE, insges. 8 S., 2018
Evolving PSO algorithm design in vector fields using geometric semantic GP
In: GECCO\'18 companion: proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion : July 15-19, 2018, Kyoto, Japan - New York, New York: The Association for Computing Machinery, S. 262-263
How swarm size during evolution impacts the behavior, generalizability, and brain complexity of animats performing a spatial navigation task
In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY: ACM, S. 77-84, 2018
Investigation of a simple distance based ranking metric for decomposition-based multi/many-objective evolutionary algorithms
In: AI 2018: advances in artificial intelligence: 31st Australasian joint conference, Wellington, New Zealand, December 11-14, 2018 : proceedings - Cham: Springer, S. 384-396 - (Lecture notes in computer science; 11320)
PSO-based search rules for aerial swarms against unexplored vector fields via genetic programming
In: Parallel Problem Solving from Nature - PPSN XV: 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part I - Cham: Springer International Publishing, S. 41-53 - (Lecture Notes in Computer Science; 11101)
Simultaneous localisation and optimisation for swarm robotics
In: 2018 SSCI proceedings: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018 - Piscataway, NJ: IEEE, S. 1998-2004 ; [Konferenz: 2018 SSCI, Bangalore, India, 2018.11.18-21]
Towards a general framework for artistic style transfer
In: Computational Intelligence in Music, Sound, Art and Design - Cham: Springer, 2018 . - 2018, S. 177-193 - (Lecture Notes in Computer Science; 10783)
Transfer strategies from single- to multi-objective grouping mechanisms
In: Proceeding of the Genetic and Evolutionary Computation Conference - New York, NY: ACM, 2018 . - 2018, S. 729-736
Understanding collective decision-making in natural swarms
In: 2018 SSCI proceedings: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018 - Piscataway, NJ: IEEE, S. 1563-1570 ; [Konferenz: 2018 IEEE SSCI, Bangalore, India, 18 - 21 November, 2018]
Vector field benchmark for collective search in unknown dynamic environments
In: Swarm intelligence: 11th International Conference, ANTS 2018, Rome, Italy, October 2931, 2018 : proceedings - Cham: Springer, S. 411-419 - (Lecture Notes in Computer Science; 11172)
2017
Begutachteter Zeitschriftenartikel
A framework for large-scale multi-objective optimization based on problem transformation
In: IEEE transactions on evolutionary computation: a publication of the IEEE Neural Networks Council/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, 1997 . - 2017, insges. 16 S.
Heterogeneous evolutionary swarms with partial redundancy solving multi-objective tasks
In: Evolutionary multi-criterion optimization: 9th international conference, EMO 2017, Münster, Germany, March 19-22, 2017 : proceedings - Cham: Springer, S. 453-468 - (Lecture notes in computer science; 10173)
Multiobjective optimization for interwoven systems
In: Journal of multi-criteria decision analysis - Chichester: Wiley, Bd. 24.2017, 1/2, S. 71-81
Solving the Bi-objective Traveling Thief Problem with multi-objective evolutionary algorithms
In: Evolutionary multi-criterion optimization: 9th international conference, EMO 2017, Münster, Germany, March 19-22, 2017 : proceedings - Cham: Springer, S. 46-60 - (Lecture notes in computer science; 10173)
Buchbeitrag
A knee point based evolutionary multi-objective optimization for mission planning problems
In: Proceeding of the Genetic and Evolutionary Computation Conference: Berlin, Germany, July 15 - 19, 2017 - New York, NY: ACM, S. 1216-1223
Comparison study of large-scale optimisation techniques on the LSMOP benchmark functions
In: 2017 SSCI proceedings - Piscataway, NJ: IEEE, 2017 . - 2017, S. 2817-2824 ; [Beitrag auf USB-Stick]
Dynamic distance minimization problems for dynamic multi-objective optimization
In: 2017 IEEE Congress on Evolutionary Computation (CEC): proceedings : 5-8 June 2017, Donostia-San Sebastián, Spain/ IEEE Congress on Evolutionary Computation - Piscataway, NJ: IEEE, 2017; IEEE Congress on Evolutionary Computation (2017) . - 2017, S. 952-959
Elitism and aggregation methods in partial redundant evolutionary swarms solving a multi-objective tasks
In: 2017 IEEE Congress on Evolutionary Computation (CEC): proceedings : 5-8 June 2017, Donostia-San Sebastián, Spain/ IEEE Congress on Evolutionary Computation - Piscataway, NJ: IEEE, 2017; IEEE Congress on Evolutionary Computation (2017) . - 2017, S. 1467-1473
Energy aware particle swarm optimization as search mechanism for aerial micro-robots
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI): proceedings : 6-9 December 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 7 S., 2017
Energy-saving decision making for aerial swarms - PSO-based navigation in vector fields
In: 2017 SSCI proceedings - Piscataway, NJ: IEEE, S. 1848-1855 ; [Beitrag auf USB-Stick]
HTN fighter - planning in a highly-dynamic game
In: 2017 9th Computer Science and Electronic Engineering Conference (CEEC): conference proceedings : 27th-29th September 2017, University of Essex, UK/ Computer Science and Electronic Engineering Conference - [Piscataway, NJ]: IEEE; Computer Science and Electronic Engineering Conference (9.:2017) . - 2017, S. 189-194
Influence of dynamic environments on agent strategies
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI): proceedings : 6-9 December 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 8 S., 2017
Mutation operators based on variable grouping for multi-objective large-scale optimization
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI): proceedings : 6-9 December 2016, Athens, Greece/ IEEE Symposium Series on Computational Intelligence - Piscataway, NJ: IEEE, 2016 . - 2017, insges. 8 S.
PSO-based search mechanism in dynamic environments - swarms in vector fields
In: 2017 IEEE Congress on Evolutionary Computation (CEC): proceedings : 5-8 June 2017, Donostia-San Sebastián, Spain - Piscataway, NJ: IEEE, S. 1263-1270
Towards real-time fleet-event-handling for the dynamic vehicle routing problem
In: Proceedings of the 9th International Joint Conference on Computational Intelligence. Volume 1: November 1-3, 2017, Funchal, Madeira, Portugal - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda., S. 35-44
Herausgeberschaft
Frontiers in Computational Intelligence
In: [s.l.] Springer International Publishing AG 2018, 2017, 1 Online-Ressource - (Studies in computational intelligence; 739)
Frontiers in Computational Intelligence
In: [s.l.]: Springer International Publishing AG 2018, 2017, 1 Online-Ressource - (Studies in computational intelligence; 739), ISBN: 978-3-319-67789-7
2016
Artikel in Kongressband
Mixed-reality simulation environment for a swarm of autonomous indoor quadcopters
In: Rotorcraft Virtual Engineering Conference: Rotocraft Conference : 8-10 November, Liverpool - [London], 2016, paper 5.17, insgesamt 11 S. ; [Kongress: Rotorcraft Virtual Engineering Conference, Liverpool, 8-10 November, 2016]
Begutachteter Zeitschriftenartikel
Hybrid societies - challenges and perspectives in the design of collective behavior in self-organizing systems
In: Frontiers in robotics and AI - Lausanne, Vol. 3.2016, Art. 14, insgesamt 8 S.
Buchbeitrag
Energy aware particle swarm optimization as search mechanism for aerial micro-robots
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]
Functional brain network extraction using a genetic algorithm with a kick-out method
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]
Influence of dynamic environments on agent strategies
In: The 2016 IEEE Symposium Series on Computational Intelligence: December 6th - 9th, 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 8 S. ; [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]
Multi-objective fitness-proportional attraction approach with weights
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]
Multi-objective tree search approaches for general video game playing
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]
Mutation operators based on variable grouping for multi-objective large-scale optimization
In: The 2016 IEEE Symposium Series on Computational Intelligence: December 6th - 9th, 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 8 S. ; [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]
The influence of heredity models on adaptability in evolutionary swarms
In: Proceedings of the International Conference on Genetic and evolutionary computation conference 2016 - New York, NY: ACM, S. 37-44
Weighted optimization framework for large-scale multi-objective optimization
In: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - New York, NY: ACM, S. 83-84
Dissertation
Optimierung der Kosten und Verfügbarkeit von IT-Dienstleistungen durch Lösung eines Redundanz-Allokation-Problems
In: Magdeburg, 2016, xii, 151 Seiten, Illustrationen ; [Literaturverzeichnis: Seite 139-150]
Nicht begutachteter Zeitschriftenartikel
Evaluation platform for micro aerial indoor swarm robotics
In: Magdeburg, FIN, 2016, 13 Seiten - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 2016,03)
Wissenschaftliche Monographie
Computational Intelligence - A Methodological Introduction
In: London: Springer, 2016, 2nd ed. 2016, Online-Ressource (XIII, 564 p. 255 illus, online resource) - (Springer eBook Collection; Computer Science; SpringerLink; Bücher; Texts in Computer Science)
Computational intelligence - a methodological introduction
In: s.l., Imprint: Springer, 2016, 2nd ed. 2016, 1 Online-Ressource (XIII, 564 p. 255 illus) - (Texts in Computer Science)
2015
Artikel in Kongressband
Procedural level generation with answer set programming for general video game playing
In: 7th Computer Science and Electronic Engineering Conference (CEEC) - IEEE, S. 207-212, 2015
Begutachteter Zeitschriftenartikel
Confidence measure - a novel metric for robust meta-heuristic optimisation algorithms
In: Information sciences: an international journal - New York, NY: Elsevier Science Inc, Bd. 317.2015, S. 114-142
Multiobjective Monte Carlo tree search for real-time games
In: IEEE transactions on computational intelligence and AI in games - New York, NY: IEEE, Bd. 7.2015, 4, S. 347 - 360
Multiobjective Optimization for Interwoven Systems
In: Dagstuhl Reports: Dokumentationen zu Dagstuhl-Seminaren und Dagstuhl-Perspektiven-Workshops - Wadern: Schloss Dagstuhl, Bd. 5.2015, 1, S. 139-150
Buchbeitrag
Investigation of electrothermal plasma pellet launcher optimization for fusion fueling
In: 2014 IEEE 41st International Conference on Plasma Sciences (ICOPS) held with 2014 IEEE International Conference on High-Power Particle Beams (Beams): 25 - 29 May 2014, Washington DC - Piscataway, NJ: IEEE, insges. 2 S., 2015
Open loop search for general video game playing
In: Proceeding of the 2015 on Genetic and Evolutionary Computation Conference - New York, NY: ACM, S. 337-344
Optimization of capillary source geometry for maximum pellet exit velocity in electrothermal plasma launchers
In: 2014 IEEE 41st International Conference on Plasma Sciences (ICOPS) held with 2014 IEEE International Conference on High-Power Particle Beams (Beams): 25 - 29 May 2014, Washington DC - Piscataway, NJ: IEEE, insges. 1 S., 2015
Procedural level generation with answer set programming for general Video Game playing
In: 2015 7th Computer Science and Electronic Engineering Conference (CEEC): 24 - 25 Sept. 2015, University of Essex, UK, Colchester - Piscataway, NJ: IEEE, S. 207-212
Properties of scalable distance minimization problems using the Manhattan metric
In: 2015 IEEE Congress on Evolutionary Computation (CEC 2015): Sendai, Japan, 25 - 28 May 2015 ; [proceedings] / IEEE; [IEEE Computational Intelligence Society]: Sendai, Japan, 25 - 28 May 2015 ; [proceedings] - Piscataway, NJ: IEEE, 2015 . - 2015, S. 2875-2882 ; [Kongress: IEEE Congress on Evolutionary Computation (CEC 2015), Sendai, 25-28 May 2015]
Runtime self-integration as key challenge for mastering interwoven systems
In: Proceedings of ARCS 2015: the 28th International Conference on Architecture of Computing Systems ; March 24 - 27, 2015, Porto, Portugal - IEEE, insges. 8 S.
Using -dominance for Hidden and degenerated pareto-fronts
In: IEEE SSCI 2015: 2015 IEEE Symposium Series on Computational Intelligence ; 7-10 December 2015, Cape Town, South Afrika - Piscataway, NJ: IEEE, 2015 . - 2015, S. 845-852 ; [Beitrag auf USB-Stick]
Originalartikel in begutachteter zeitschriftenartiger Reihe
Open Loop Search for General Video Game Playing
In: 2015,
2014
Begutachteter Zeitschriftenartikel
Hop count based distance estimation in mobile ad hoc networks - challenges and consequences
In: Ad hoc Networks - Amsterdam [u.a.]: Elsevier Science, Bd. 15.2014, S. 39-52
Self-organized swarm display
In: International Journal of Swarm Intelligence: IJSI - Genève: Inderscience Enterprises, 2014
Buchbeitrag
A review of hybrid evolutionary multiple criteria decision making methods
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. 1147-1154
Archive based multi-swarm algorithm for many-objective problems
In: 2014 Brazilian Conference on Intelligent Systems, BRACIS 2014 - Piscataway, NJ: IEEE, S. 79-84 ; Kongress: BRACIS 2014 (São Carlos, Brazil : 2014.10.18-23)
2013
Begutachteter Zeitschriftenartikel
Experimental analysis of bound handling techniques in particle swarm optimization
In: IEEE transactions on evolutionary computation. - New York, NY : IEEE, Bd. 17.2013, 2, S. 259-271
Preface: Nature inspired solutions for high performance computing
In: Natural Computing, Vol. 12, 2013, Issue 1, S. 27-28, ISSN 15677818, 10.1007/s11047-012-9326-9
Buchbeitrag
Distributed swarm evacuation planning
In: Proceedings of the 2013 IEEE Swarm Intelligence Symposium (SIS). - Piscataway, NJ : IEEE, S. 276-283
Iterated multi-swarm: a multi-swarm algorithm based on archiving methods
In: Alba, Enrique: : Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference. - New York, NY : ACM, S. 583-590, 2013
Originalartikel in begutachteter internationaler Zeitschrift
Hop Count Based Distance Estimation in Mobile Ad Hoc Networks - Challenges and Consequences
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
In: 17th Interdisciplinary Entrepreneurship Conference, November 2013
Multi-iterated Swarm
In: Genetic and Evolutionary Computation Conference (GECCO), pages 56 – 64, July 2013
2012
Begutachteter Zeitschriftenartikel
Distributed geometric distance estimation in ad hoc networks
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
Validating a peer-to-peer evolutionary algorithm
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
Herausgeberschaft
A study of mobility in ad hoc networks and its effects on a hop count based distance estimation
In: 2012 5th International Conference on New Technologies, Mobility and Security - Proceedings of NTMS 2012 Conference and Workshops, 2012, 10.1109/NTMS.2012.6208681
Adaptive range parameter control
In: 2012 IEEE Congress on Evolutionary Computation, CEC 2012, 2012, 10.1109/CEC.2012.6256567
2011
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
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
A Markov-chain-based model for success prediction of evolution in complex environments
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
Self-organized invasive parallel optimization
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
2010
Begutachteter Zeitschriftenartikel
Interactive multi-objective particle swarm optimization with heatmap-visualization-based user interface
In: Engineering Optimization, Vol. 42, 2010, Issue 2, S. 119-139, ISSN 0305215X, 10.1080/03052150903042632
Parallel multi-objective optimization using self-organized heterogeneous resources
In: Studies in Computational Intelligence, Vol. 269, 2010, S. 165-179, ISSN 1860949X, 10.1007/978-3-642-10675-0_8
Preference-based multi-objective particle swarm optimization using desirabilities
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
Herausgeberschaft
Organic computing in off-highway machines
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
Parallel optimisation and parameter fitting
In: Proceedings - 6th IEEE International Conference on e-Science Workshops, e-ScienceW 2010, 2010, S. xii, 10.1109/eScienceW.2010.8
The automotive deployment problem: A practical application for constrained multiobjective evolutionary optimisation
In: 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010, 2010, 10.1109/CEC.2010.5585991
2009
Begutachteter Zeitschriftenartikel
Asynchronous multi-objective optimisation in unreliable distributed environments
In: Studies in Computational Intelligence, Vol. 210, 2009, S. 51-78, ISSN 1860949X, 10.1007/978-3-642-01262-4_3
Decentralized evolution of robotic behavior using finite state machines
In: International Journal of Intelligent Computing and Cybernetics, Vol. 2, 2009, Issue 4, S. 695-723, ISSN 1756378X, 10.1108/17563780911005845
Self-organized parallel cooperation for solving optimization problems
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
Studies in Computational Intelligence: Preface
In: Studies in Computational Intelligence, Vol. 210, 2009, S. V-IX, ISSN 1860949X
Herausgeberschaft
Dynamic search initialisation strategies for multi-objective optimisation in peer-to-peer networks
In: 2009 IEEE Congress on Evolutionary Computation, CEC 2009, 2009, S. 1515-1522, 10.1109/CEC.2009.4983122
Empirical comparison of MOPSO methods-guide selection and diversity preservation
In: 2009 IEEE Congress on Evolutionary Computation, CEC 2009, 2009, S. 2516-2523, 10.1109/CEC.2009.4983257
Intelligent business process execution using particle swarm optimization
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
Online and onboard evolution of robotic behavior using finite state machines
In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Vol. 2, 2009, S. 1158-1159, ISSN 15488403
2008
Begutachteter Zeitschriftenartikel
Design of gate array circuits using evolutionary algorithms
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
Distance based ranking in many-objective particle swarm optimization
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
Hybridizing evolutionary strategies with continuation methods for solving multi-objective problems
In: Engineering Optimization, Vol. 40, 2008, Issue 5, S. 383-402, ISSN 0305215X, 10.1080/03052150701821328
Parallel approaches for multiobjective optimization
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
Herausgeberschaft
Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments
In: 2008 IEEE Congress on Evolutionary Computation, CEC 2008, 2008, S. 2481-2486, 10.1109/CEC.2008.4631130
Evolutionary population dynamics and multi-objective optimisation problems
In: Multi-Objective Optimization in Computational Intelligence: Theory and Practice, 2008, S. 185-206, 10.4018/978-1-59904-498-9.ch007
Parallel multi-objective optimization using master-slave model on heterogeneous resources
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
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
In: Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, 2007, S. 869-875, 10.1145/1276958.1277127
2006
Begutachteter Zeitschriftenartikel
About selecting the personal best in multi-objective particle swarm optimization
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 4193 LNCS, 2006, S. 523-532, ISSN 03029743
Linear multi-objective particle swarm optimization
In: Studies in Computational Intelligence, Vol. 31, 2006, S. 209-238, ISSN 1860949X, 10.1007/978-3-540-34690-6_9
Herausgeberschaft
Bilevel optimization of multi-component chemical systems using particle swarm optimization
In: 2006 IEEE Congress on Evolutionary Computation, CEC 2006, 2006, S. 1240-1247
Hybrid particle guide selection methods in multi-objective particle swarm optimization
In: e-Science 2006 - Second IEEE International Conference on e-Science and Grid Computing, 2006, 10.1109/E-SCIENCE.2006.261049
2004
Herausgeberschaft
Covering Pareto-optimal fronts by subswarms in multi-objective particle swarm optimization
In: Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004, Vol. 2, 2004, S. 1404-1411
Molecular force field parametrization using multi-objective evolutionary algorithms
In: Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004, Vol. 1, 2004, S. 212-219
2003
Begutachteter Zeitschriftenartikel
Covering Pareto sets by multilevel evolutionary subdivision techniques
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2632, 2003, S. 118-132, ISSN 03029743
Solving hierarchical optimization problems using MOEAs
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2632, 2003, S. 162-176, ISSN 03029743
Herausgeberschaft
The role of ε-dominance in multi objective particle swarm optimization methods
In: 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings, Vol. 3, 2003, S. 1764-1771, 10.1109/CEC.2003.1299886
2002
Herausgeberschaft
Comparison of data structures for storing Pareto-sets in MOEAs
In: Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002, Vol. 1, 2002, S. 843-848, 10.1109/CEC.2002.1007035
- Prof. Dr. Simon Lucas, University of Essex, UK
- Prof. Dr. Hisao Ishibuchi, Osaka Prefecture University, Japan
- Tomo Hiroyasu, Doshisha University Kyoto, Japan
- Proctor and Gamble GmbH
- - Prof. Dr. Tomo Hiroyasu, Medical Information System Laborator(MISL) Faculty of Life and Medical Sciences, Doshisha University, Japan
- - Dr. Andrew Lewis, Griffith University, Brisbane, Australien
- - Prof. Dr. Kalyanmoy Deb, Michigan State University, USA
- - Prof. Dr. Hartmut Schmeck, Karlsruher Institut für Technologie (KIT)
- - Prof. Dr. Brian Scassellati, Yale University, USA
- - Dr. Andr Presse, Karlsruher Institut für Technologie (KIT)
- Prof. Dr. Andreas Harth, Friedrich-Alexander-Universität Erlangen-Nürnberg
- AKKA Germany GmbH
- Hochschule Bielefeld
- NETSYNO Software GmbH
- Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
- Thorsis Technologies GmbH
- BOSCH GMbH
- Computational Intelligence
- Schwarmintelligenz
- Schwarmrobotik
- Multikriterielle Optimierung
- Schwarmintelligenz und Schwarmrobotik
- Computational Intelligence
- Multikriterielle Optimierung
seit 2014 2013 -14 | Universitätsprofessorin, Lehrstuhl für Computational Intelligence, Institut für Wissens- und Sprachverarbeitung (IWS) Fakultät für Informatik Otto-von-Guericke-Universität Magdeburg Dorothea-Erxleben-Gastprofessorin Institut für Wissens- und Sprachverarbeitung (IWS) Fakultät für Informatik Otto-von-Guericke-Universität Magdeburg |
2013 | Visiting Scholar Faculty of Computer Science Yale University, USA |
Mai 2012 | Habilitation Angewandte Informatik Karlsruher Institut für Technologie (KIT) |
2009-2010 | Gastwissenschaftlerin Faculty of Information and Communication Technologies Swinburne University of Technology, Melbourne, Australien |
2006 - 13 | Akademische Rätin auf Zeit Institut für Angewandte Informatik und Formale Beschreibungsverfahren (AIFB) Karlsruher Institut für Technologie (KIT) |
2004 - 06 | Postdoctoral Fellow Computational Laboratory (CoLab) Institute of Computational Science Department Informatik ETH Zürich - Eidgenössische Technische Hochschule Zürich |
September 2004 | Promotion Fakultät für Elektrotechnik, Informatik und Mathematik (EIM) Universität Paderborn |
2001 - 04 | Doktorandin DFG Graduiertenkolleg - Paderborn Institute for Scientific Computation (PaSCo): Application-oriented Modelling and Development of Algorithms Fakultät für Elektrotechnik, Informatik und Mathematik (EIM) Universität Paderborn |
- Bachelor/Master-Kolloquium ( Link zur LV im LSF )
- Bachelor Seminar Computational Intelligence ( Link zur LV im LSF )
- Computational Intelligence in Games ( Link zur LV im LSF )
- Computational Intelligence in Games ( Link zur LV im LSF )
- DE-Project Swarmlab ( Link zur LV im LSF )
- Evolutionary Multi-Objective Optimization ( Link zur LV im LSF )
- Evolutionary Multi-Objective Optimization ( Link zur LV im LSF )
- Master Seminar Computational Intelligence ( Link zur LV im LSF )
- Project: oTToCAR ( Link zur LV im LSF )
- Projekt: SwarmLab ( Link zur LV im LSF )
- Teamproject: RoboCup@Work - robOTTO ( Link zur LV im LSF )