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  • 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

An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care.

van Breda, W. R. J., Hoogendoorn, M., Eiben, A. E. & Berking, M., 2015, In : Lecture Notes in Computer Science. 9105, p. 148-152

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

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

Evaluating Reward Definitions for Parameter Control

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 2015, In : Lecture Notes in Computer Science. 9028, p. 667-680

Research output: Contribution to JournalArticleAcademicpeer-review

Evolutionary robotics: what, why, and where to

Doncieux, S., Bredeche, N., Mouret, J-B. & Eiben, A. E., 2015, In : Frontiers in Robotics and AI. 2, 4, 18 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

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

From evolutionary computation to the evolution of things

Eiben, A. E. & Smith, J. E., 2015, In : Nature. 521, p. 476-482

Research output: Contribution to JournalArticleAcademicpeer-review

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

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 Control in Evolutionary Algorithms: Trends and Challenges

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 1 Apr 2015, In : IEEE Transactions on Evolutionary Computation. 19, 2, p. 167-187 21 p., 6747993.

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

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

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

Applications of Evolutionary Computation

Mora, A. M., Squillero, G., Di Chio, C., Agapitos, A., Cagnoni, S., Cotta, C., Fernández De Vega, F., Di Caro, G. A., Drechsler, R., Ekárt, A., Esparcia-Alcázar, A. I., Farooq, M., Langdon, W. B., Merelo-Guervós, J. J., Preuss, M., Richter, O-MH., Silva, S., Sim$\$~oes, A., Squillero, G., Tarantino, E. & 70 others, Tettamanzi, A. G. B., Togelius, J., Urquhart, N., Uyar, A. S., Yannakakis, G. N., Smith, S. L., Caserta, M., Ramirez, A., Voß, S., Squillero, G., Burelli, P., Mora, A. M., Squillero, G., Jan, M., Matthias, M., Di Chio, C., Agapitos, A., Cagnoni, S., Cotta, C., Fernández De Vega, F., Di Caro, G. A., Drechsler, R., Ekárt, A., Esparcia-Alcázar, A. I., Farooq, M., Langdon, W. B., Merelo-Guervós, J. J., Preuss, M., Richter, O-MH., Silva, S., Sim$\$~oes, A., Squillero, G., Tarantino, E., Tettamanzi, A. G. B., Togelius, J., Urquhart, N., Uyar, A. S., Yannakakis, G. N., Caserta, M., Ramirez, A., Voß, S., Squillero, G., Burelli, P., Esparcia-Alcazar, A. I., Silva, S., Agapitos, A., Cotta, C., De Falco, I., Cioppa, A. D., Diwold, K., Ekart, A., Tarantino, E., Vega, F. F. D., Burelli, P., Sim, K., Cagnoni, S., Simoes, A., Merelo, J. J., Urquhart, N., Haasdijk, E., Zhang, M., Squillero, G., Eiben, A. E., Tettamanzi, A. G. B., Glette, K., Rohlfshagen, P., Schaefer, R., Caserta, M., Ramirez, A. & Voß, S., 2015, Springer International Publishing Switzerland. 29 p.

Research output: Book / ReportBookAcademicpeer-review

Introduction to Evolutionary Computing

Eiben, A. E. & Smith, J. E., 2015, Berlin Heidelberg: Springer. 287 p. (Natural Computing Series)

Research output: Book / ReportBookAcademicpeer-review

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

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

Applications of evolutionary computation: 18th European Conference, EvoApplications 2015 Copenhagen, Denmark, April 8–10, 2015 proceedings

Mora, A. M., Squillero, G., Agapitos, A., Burelli, P., Bush, W. S., Cagnoni, S., Cotta, C., De Falco, I., Cioppa, A. D., Divina, F., Eiben, A. E., Esparcia-Alcázar, A. I., de Vega, F. F., Glette, K., Haasdijk, E., Hidalgo, J. I., Kampouridis, M., Kaufmann, P., Mavrovouniotis, M., Nguyen, T. T. & 5 others, Schaefer, R., Sim, K., Tarantino, E., Urquhart, N. & Zhang, M., 2015, Applications of Evolutionary Computation - 18th European Conference, EvoApplications 2015, Proceedings. Springer/Verlag, Vol. 9028. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9028).

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

Effects of environmental conditions on evolved robot morphologies and behavior

Miras, K. & Eiben, A. E., 13 Jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 125-132 8 p.

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

Effects of selection preferences on evolved robot morphologies and behaviors

Miras, K., Haasdijk, E., Glette, K. & Eiben, A. E., Jul 2018, ALIFE 2018: Proceedings of the Artificial Life Conference 2018. Ikegami, T., Virgo, N., Witkowski, O., Oka, M., Suzuki, R. & Iizuka, H. (eds.). Massachusetts Institute of Technology, p. 224-231 8 p. (Artificial Life Conference Proceedings; vol. 30).

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

Open Access

End-to-End Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning: A comparative study in digital health interventions for behavior change

El Hassouni, A., Hoogendoorn, M., Eiben, A. E., Van Otterlo, M. & Muhonen, V., 14 Oct 2019, WI '19 - IEEE/WIC/ACM International Conference on Web Intelligence - Proceedings. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). New York, NY: Association for Computing Machinery, Inc, p. 258-264 7 p. (Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019).

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

Evolution, Individual Learning, and Social Learning in a Swarm of Real Robots

Heinerman, J. V., Rango, M. & Eiben, A. E., 2015, 2015 IEEE International Conference on Evolvable Systems (ICES). Capetown, SA: IEEE

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

Evolutionary and Swarm computing for the Semantic Web

Gueret, C. D. M., Schlobach, K. S., Dentler, K., Schut, M. C. & Eiben, A. E., 2012, IEEE Computational Intelligence Magazine. p. 16-31 (2).

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

File

Evolutionary predator-prey robot systems: From simulation to real world

Lan, G., Chen, J. & 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. 123-124 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