Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14635)
Included in the following conference series:
Conference proceedings info: EvoApplications 2024.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
About this book
The two-volume set LNCS 14634 and 14635 constitutes the refereed proceedings of the 27th European Conference on Applications of Evolutionary Computation, EvoApplications 2024, held as part of EvoStar 2024, in Aberystwyth, UK, April 3–5, 2024, and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EuroGP.
The 51 full papers presented in these proceedings were carefully reviewed and selected from 77 submissions. The papers have been organized in the following topical sections: applications of evolutionary computation; analysis of evolutionary computation methods: theory, empirics, and real-world applications; computational intelligence for sustainability; evolutionary computation in edge, fog, and cloud computing; evolutionary computation in image analysis, signal processing and pattern recognition; evolutionary machine learning; machine learning and AI in digital healthcare and personalized medicine; problem landscape analysis for efficient optimization; softcomputing applied to games; and surrogate-assisted evolutionary optimisation.
Keywords
- Artificial Intelligence
- Machine Learning
- Evolutionary optimization
- Evolutionary Computation
- Meta-heuristics
- Swarm Intelligence
- Computational Intelligence
- Bio-Inspired Algorithms
- Soft Computing
- signal processing
- optimization problems
- optimization network protocols
- multi-objective optimization
- mathematics
- learning
- genetic algorithms
- evolutionary algorithms
- correlation analysis
Table of contents (24 papers)
-
Evolutionary Machine Learning
-
Machine Learning and AI in Digital Healthcare and Personalized Medicine
Other volumes
-
Applications of Evolutionary Computation
-
Applications of Evolutionary Computation
Editors and Affiliations
Bibliographic Information
Book Title: Applications of Evolutionary Computation
Book Subtitle: 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3–5, 2024, Proceedings, Part II
Editors: Stephen Smith, João Correia, Christian Cintrano
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-56855-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024
Softcover ISBN: 978-3-031-56854-1Published: 16 April 2024
eBook ISBN: 978-3-031-56855-8Published: 23 March 2024
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXI, 409
Number of Illustrations: 26 b/w illustrations, 125 illustrations in colour
Topics: Theory of Computation, Computing Milieux, Computer Communication Networks, Special Purpose and Application-Based Systems, Computer System Implementation, Mathematics of Computing