Pedro A. Castillo (editor) - Applications of Evolutionary Computation: 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, ... (Lecture Notes in Computer Science, 12694)
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- Book:Applications of Evolutionary Computation: 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, ... (Lecture Notes in Computer Science, 12694)
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Applications of Evolutionary Computation: 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, ... (Lecture Notes in Computer Science, 12694): summary, description and annotation
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This book constitutes the refereed proceedings of the 24th International Conference on Applications of Evolutionary Computation, EvoApplications 2021, held as part of Evo*2021, as Virtual Event, in April 2021, co-located with the Evo*2021 events EuroGP, EvoCOP, and EvoMUSART.
The 51 revised full papers presented in this book were carefully reviewed and selected from 78 submissions. The papers cover a wide spectrum of topics, ranging from applications of evolutionary computation; applications of deep bioinspired algorithms; soft computing applied to games; machine learning and AI in digital healthcare and personalized medicine; evolutionary computation in image analysis, signal processing and pattern recognition; evolutionary machine learning; parallel and distributed systems; and applications of nature inspired computing for sustainability and development.Pedro A. Castillo (editor): author's other books
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More information about this subseries at http://www.springer.com/series/7407
This Springer imprint is published by the registered company Springer Nature Switzerland AG
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
This volume contains the proceedings of EvoApplications 2021, the International Conference on the Applications of Evolutionary Computation. The conference was part of Evo*, the leading event on bio-inspired computation in Europe, and was held on-line due to the COVID-19 pandemic, between Wednesday, April 7 and Friday, April 9.
EvoApplications, formerly known as EvoWorkshops, aims to bring together high-quality research with a focus on applied domains of bio-inspired computing. At the same time, under the Evo* umbrella, EuroGP focused on the technique of genetic programming, EvoCOP targeted evolutionary computation in combinatorial optimization, and EvoMUSART was dedicated to evolved and bio-inspired music, sound, art, and design. The proceedings for all of these co-located events are available in the LNCS series.
EvoApplications received this year 78 high-quality submissions distributed among the main session Applications of Evolutionary Computation and eight additional special sessions chaired by leading experts on the different areas: Applications of Bio-inspired Techniques on Social Networks Learning, Applications of Deep Bioinspired Algorithms, Applications of Nature-inspired Computing for Sustainability and Development, Evolutionary Computation in Image Analysis, Signal Processing and Pattern Recognition, Evolutionary Machine Learning, Machine Learning and AI in Digital Healthcare and Personalized Medicine, Parallel and Distributed Systems, and Soft Computing applied to Games. We selected 34 of these papers for full oral presentation, while a further 17 works were presented in short oral presentation and as posters. All contributions, regardless of the presentation format, appear as full papers in this volume (LNCS 12694).
We express our gratitude to the authors for submitting their works and to the members of the program committee for devoting their selfless efforts to the review process.
We would also like to thank Nuno Loureno (University of Coimbra, Portugal) for his dedicated work with the submission and registration system and Srgio Rebelo (University of Coimbra, Portugal) for his important graphic design work.
We are grateful to Jos Francisco Chicano Garca (University of Mlaga, Spain) for managing and maintaining the Evo* website and Joo Correia (University of Coimbra, Portugal) handling publicity did an impressive job.
We credit the invited keynote speakers, Darrell Whitley (Colorado State University, USA) and Susanna Manrubia (Spanish National Centre for Biotechnology, CSIC, Spain), for their fascinating and inspiring presentations.
We would like to express our gratitude to the Steering Committee of EvoApplications for helping with the organization of the conference.
We are grateful for the support provided by SPECIES, the Society for the Promotion of Evolutionary Computation in Europe and its Surroundings, and its individual members Marc Schoenauer (President), Anna I. Esparcia-Alczar, (Secretary and Vice-President), and Wolfgang Banzhaf (Treasurer), for handling the coordination and financial administration.
Finally, we express our continued appreciation to Anna I. Esparcia-Alczar, from SPECIES, Europe, whose considerable efforts in managing and coordinating Evo* helped towards building a unique, vibrant, and friendly atmosphere.
Universidad de Granada, Spain
Universit Le Havre Normandie, France
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