Applications of Evolutionary Computation de João Correia

Applications of Evolutionary Computation: Lecture Notes in Computer Science

João Correia

Stephen Smith

Raneem Qaddoura

en Limba Engleză Paperback – 10 apr 2023

This book constitutes the refereed proceedings of the 25th International Conference on Applications of Evolutionary Computation, EvoApplications 2023, held as part of Evo*2023, in April 2023, co-located with the Evo*2023 events EuroGP, EvoCOP, and EvoMUSART. The 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 EvoApplications 2023 presents papers on the different areas: Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-World Applications, Applications of Bio-inspired Techniques on Social Networks, Evolutionary Computation in Edge, Fog, and Cloud Computing, Evolutionary Computation in Image Analysis, Signal Processing, and Pattern Recognition and others.

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Cuprins

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 Machine Learning.- Machine Learning and AI in Digital Healthcare and Personalized Medicine.- Resilient Bio-Inspired Algorithms.- Soft Computing applied to Games.- Surrogate-Assisted Evolutionary Optimisation.