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Author

  • A.E. Eiben
Article

A Generic Approach to Parameter Control

Karafotias, G., Smit, S. K. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7248, p. 366-375

Research output: Contribution to JournalArticleAcademicpeer-review

Assessment of temporal predictive models for health care using a formal method

van Breda, W., Hoogendoorn, M., Eiben, A. E. & Berking, M., 1 Aug 2017, In : Computers in Biology and Medicine. 87, p. 347-357 11 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Combining Environment-Driven Adaptation and Task-Driven Optimisation in Evolutionary Robotics

Haasdijk, E. W., Bredeche, N. & Eiben, A. E., 2014, In : PLoS ONE. 9, 6, p. e98466

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

Embodied Artificial Evolution - Artificial Evolutionary Systems in the 21st Century

Eiben, A. E., Haasdijk, E. W. & Kernbach, S., 2012, In : Evolutionary Intelligence. 5, 4, p. 261-272

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

Evolutionary robotics

Haasdijk, E. W., Bredeche, N., Eiben, A. E. & Nolfi, S., 2014, In : Evolutionary Intelligence. 7, 2, p. 69-70

Research output: Contribution to JournalArticleAcademicpeer-review

Evolving Behavioral Specialization in Robot Teams to Solve a Collective Construction Task

Nitschke, G., Schut, M. C. & Eiben, A. E., 2012, In : Swarm and Evolutionary Computation. 2, 1, p. 25-38 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Evolving communication in robotic swarms using on-line, on-board, distributed evolutionary algorithms

Pineda, L. E. P. U., Eiben, A. E. & van Steen, M. R., 2012, In : Evolutionary Applications.

Research output: Contribution to JournalArticleAcademicpeer-review

Evolving embodied intelligence from materials to machines

Eiben, A. E., Howard, D., Kennedy, D. F., Mouret, J-B., Valencia, P. & Winkler, D., 7 Jan 2019, In : Nature Machine Intelligence. 1, p. 12-19 8 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Evolving Pop Art Using Scalable Vector Graphics

den Heijer, E. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7247, p. 48-59

Research output: Contribution to JournalArticleAcademicpeer-review

Evolving team behaviors with specialization

Nitschke, G. S., Eiben, A. E. & Schut, M. C., 2012, In : Genetic programming and evolvable machines. 13, 4, p. 493-536 44 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Exploratory Analysis of an On-line Evolutionary Algorithm in Simulated Robots

Haasdijk, E. W., Smit, S. K. & Eiben, A. E., 2012, In : Evolutionary Intelligence. 5, 4, p. 213-230

Research output: Contribution to JournalArticleAcademicpeer-review

Grand challenges for evolutionary robotics

Eiben, A. E., 2014, In : Frontiers in Robotics and AI. 1, 4

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

Hyperneat versus rl power for online gait learning in modular robots

D'Angelo, M., Weel, B. P. M. & Eiben, A. E., 2014, In : Lecture Notes in Computer Science. 8602, p. 777-788

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File

Impact of environmental dynamics on economic evolution: A stylized agent-based policy analysis

Nannen, V., van den Bergh, J. C. J. M. & Eiben, A. E., 2013, In : Technological Forecasting and Social Change. 80, 2, p. 329-350

Research output: Contribution to JournalArticleAcademicpeer-review

Importance of parameter settings on the benefits of robot-to-robot learning in evolutionary robotics

Heinerman, J., Haasdijk, E. & Eiben, A. E., 4 Mar 2019, In : Frontiers Robotics AI. 6, MARCH, p. 1-11 11 p., 10.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

In Vivo Veritas: Towards the Evolution of Things

Eiben, A. E., 2014, In : Lecture Notes in Computer Science. 8672, p. 24-39

Research output: Contribution to JournalArticleAcademicpeer-review

It's Fate: A Self-organising Evolutionary Algorithm

Bim, J., Karafotias, G., Smit, S. K., Eiben, A. E. & Haasdijk, E. W., 2012, In : Lecture Notes in Computer Science. 7491--7492

Research output: Contribution to JournalArticleAcademicpeer-review

Lamarckian Evolution of Simulated Modular Robots

Jelisavcic, M., Glette, K., Haasdijk, E. & Eiben, A. E., 18 Feb 2019, In : Frontiers in Robotics and AI. 6, February, p. 1-15 15 p., 9.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File

Maintaining Population Diversity in Evolutionary Art

den Heijer, E. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7247, p. 60-71

Research output: Contribution to JournalArticleAcademicpeer-review

On-line Evolution of Controllers for Aggregating Swarm Robots in Changing Environments

Weel, B. P. M., Hoogendoorn, M. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7492, p. 245-254

Research output: Contribution to JournalArticleAcademicpeer-review

On-line Evolution of Foraging Behaviour in a Population of Real Robots

Heinerman, J. V., Zonta, A., Haasdijk, E. W. & Eiben, A. E., 2016, In : Lecture Notes in Computer Science. 2016, 9598, p. 198-212

Research output: Contribution to JournalArticleAcademicpeer-review

Online Gait Learning for Modular Robots with Arbitrary Shapes and Sizes

Weel, B., D'Angelo, M., Haasdijk, E. & Eiben, A. E., 1 Feb 2017, In : Artificial life. 23, 1, p. 80-104 25 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Optimized flocking of autonomous drones in confined environments

Vásárhelyi, G., Virágh, C., Somorjai, G., Nepusz, T., Eiben, A. E. & Vicsek, T., 25 Jul 2018, In : Science Robotics. 3, 20, eaat3536.

Research output: Contribution to JournalArticleAcademicpeer-review

Parameter Tuning for Configuring and Analyzing Evolutionary Algorithms

Smit, S. K. & Eiben, A. E., 2011, In : Swarm and Evolutionary Computation.

Research output: Contribution to JournalArticleAcademicpeer-review

Real-World Evolution of Robot Morphologies: A Proof of Concept

Jelisavcic, M., De Carlo, M., Hupkes, E., Eustratiadis, P., Orlowski, J., Haasdijk, E., E. Auerbach, J. & Eiben, A. E., Jun 2017, In : Artificial life. 23, 2, p. 206-235 30 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File

Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation

Simões, L. F., Izzo, D., Haasdijk, E. & Eiben, A. E., 2014, In : Lecture Notes in Computer Science. 8672, p. 110-119 10 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Simultaneous versus incremental learning of multiple skills by modular robots

Rossi, C. & Eiben, A. E., 2014, In : Evolutionary Intelligence. 7, 2, p. 119-131

Research output: Contribution to JournalArticleAcademicpeer-review

Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers

García-Sánchez, P., Haasdijk, E. W., Eiben, A. E., Weel, B. P. M. & Merelo-Guervós, J. J., 2012, In : Lecture Notes in Computer Science. 7248, p. 52-62

Research output: Contribution to JournalArticleAcademicpeer-review

The Emergence of Multi-Cellular Robot Organisms through On-line On-board Evolution

Weel, B. P. M., Haasdijk, E. W. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7248, p. 124-134

Research output: Contribution to JournalArticleAcademicpeer-review

The Tech Kangaroo - Evolution at Work

Eiben, A. E., 1 Sep 2011, In : TEDx Conference, Budapest.

Research output: Contribution to JournalArticlePopular

Tudosok es Robotok, sokasodjatok! (Scientists and robots, multiply!)

Eiben, A. E., 11 Oct 2011, In : Nepszabadsag.

Research output: Contribution to JournalArticlePopular

Unsupervised Identification and Recognition of Situations for High-Dimensional Sensori-Motor Streams

Heinerman, J. V., Haasdijk, E. & Eiben, A. E., 1 Nov 2017, In : Neurocomputing. 262, p. 90-107 18 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Using scalable vector graphics to evolve art

den Heijer, E. & Eiben, A. E., 2016, In : International Journal of Arts and Technology. 9, 1, p. 59-85 27 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Book

Adaptive collective systems: Herding black sheep

Anderson, S., Bredeche, N., Eiben, A. E., Kampis, G. & van Steen, M. R., 2013, onbekend: Bookprints.

Research output: Book / ReportBookAcademic

Chapter

Acquiring moving skills in robots with evolvable morphologies: Recent results and outlook

Jelisavcic, M., Haasdijk, E. & Eiben, A. E., 2017, GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion. p. 1735-1741 7 p. (GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion).

Research output: Chapter in Book / Report / Conference proceedingChapterAcademic

Open Access
File

Directed locomotion for modular robots with evolvable morphologies

Lan, G., Jelisavcic, M., Roijers, D. M., Haasdijk, E. & Eiben, A. E., 2018, Parallel Problem Solving from Nature – PPSN XV: 15th International Conference, 2018, Proceedings. Fonseca, C. M., Lourenco, N., Machado, P., Paquete, L., Whitley, D. & Auger, A. (eds.). Springer/Verlag, Vol. 1. p. 476-487 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11101 LNCS).

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Open Access
File

Evolutionary Algorithm Parameters and Methods to Tune them

Eiben, A. E. & Smit, S. K., 2012, Autonomous Search. Hamadi, Y., Monfroy, E. & Saubion, F. (eds.). Springer, p. 15-36

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Individual, Social and Evolutionary Adaptation in Collective Systems

Haasdijk, E. W., Eiben, A. E. & Winfield, A. F. T., Jun 2013, Handbook of Collective Robotics: Fundamentals and Challenges. Kernbach, S. (ed.). Singapore: Pan Stanford, p. 413-471 59 p.

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Conference contribution

A feature representation learning method for temporal datasets

van Breda, W., Hoogendoorn, M., Eiben, G., Andersson, G., Riper, H., Ruwaard, J. & Vernmark, K., 9 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers, Inc., p. 1-8 8 p. 7849890

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

An Algorithm for Distributed On-line, On-board Evolutionary Robotics

Karafotias, G., Haasdijk, E. W. & Eiben, A. E., 2011, GECCO 2011. ACM, p. 171-178

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Analysing the relative importance of robot brains and bodies

Jelisavcic, M., Roijers, D. M. & Eiben, A. E., 2018, ALIFE 2018 Proceedings of the Artificial Life Conference 2018. Tokyo: MIT Press Journals, p. 327-334 8 p. (Artificial Life Conference Proceedings; vol. 30).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Analysis of Lamarckian Evolution in Morphologically Evolving Robots

Jelisavcic, M., Kiesel, R., Glette, K., Haasdijk, E. & Eiben, A. E., Sep 2017, Proceedings of the European Conference on Artificial Life 2017, ECAL 2017. MIT Press, Vol. 14. p. 214-221 8 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

An On-line On-board Distributed Algorithm for Evolutionary Robotics

Huijsman, R. J., Haasdijk, E. W. & Eiben, A. E., 2011, EA 2011.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

A robotic ecosystem with evolvable minds and bodies

Heinerman, J. V., Weel, B. P. M., Corsato, E., Haasdijk, E. W. & Eiben, A. E., 2014, 2014 IEEE International Conference on Evolvable Systems (ICES). Orlando, FL: IEEE, p. 165-172

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Benefits of Social Learning in Physical Robots

Heinerman, J., Bussmann, B., Groenendijk, R., Krieken, E. V., Slik, J., Tezza, A., Haasdijk, E. & Eiben, A. E., 28 Jan 2019, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 851-858 8 p. 8628857

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Body Building: Hatching Robot Organisms

Weel, B. P. M., Haasdijk, E. W. & Eiben, A. E., 2013, Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence. Singapore: IEEE

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Body symmetry in morphologically evolving modular robots

van de Velde, T., Rossi, C. & Eiben, A. E., 2019, Applications of Evolutionary Computation: 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings. Castillo, P. A. & Kaufmann, P. (eds.). Springer Verlag, p. 583-598 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11454).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

CluStream-GT: Online clustering for personalization in the health domain

Grua, E. M., Hoogendoorn, M., Malavolta, I., Lago, P. & Eiben, A. E., Oct 2019, WI '19: IEEE/WIC/ACM International Conference on Web Intelligence: Proceedings. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). Association for Computing Machinery, Inc, p. 270-275 6 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Comparing encodings for performance and phenotypic exploration in evolving modular robots

Veenstra, F., Hart, E., Buchanan, E., Li, W., De Carlo, M. & Eiben, A. E., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 127-128 2 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Comparing Parameter Tuning and Parameter Control for SAT Solving GAs

Smit, S. K. & Eiben, A. E., 2011, Artificial Evolution 2011. Hao, JK., Legrand, P., Collet, P., Monmarché, N., Lutton, E. & Schoenauer, M. (eds.). p. 468-470

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review