04146nam 22006855 450 991074369290332120251113205930.03-031-42616-910.1007/978-3-031-42616-2(MiAaPQ)EBC30726131(CKB)28131574800041(Au-PeEL)EBL30726131(DE-He213)978-3-031-42616-2(PPN)27226041X(EXLCZ)992813157480004120230831d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierArtificial Evolution 15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 – November 2, 2022, Revised Selected Papers /edited by Pierrick Legrand, Arnaud Liefooghe, Edward Keedwell, Julien Lepagnot, Lhassane Idoumghar, Nicolas Monmarché, Evelyne Lutton1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (234 pages)Lecture Notes in Computer Science,1611-3349 ;140919783031426155 Includes bibliographical references and index.On the Active Use of an ND-Tree-Based Archive for Multi-Objective Optimisation -- HyTEA: Hybrid Tree Evolutionary Algorithm -- A Game Theoretic Decision Tree for Binary Classification -- Evaluating a New Genetic Algorithm for Automated Machine Learning in Positive-Unlabelled Learning -- Neural Network-based Virtual Analog Modeling -- Defining a Quality Measure Within Crossover: An Electric Bus Scheduling Case Study -- Maximizing the Number of Satisfied Charging Demands in Electric Vehicle Charging Scheduling Problem -- Fine-Grained Cooperative Coevolution in a Single Population: Between Evolution and Swarm Intelligence -- One-Class Ant-Miner: Selection of Majority Class Rules for Binary Rule-based Classification -- Towards a Many-Objective Optimiser for University Course Timetabling -- Empirical Investigation of MOEAs for Multi-objective Design of Experiments -- Evolutionary Continuous Optimization of Hybrid Gene Regulatory Networks -- Designing Attention based Convolutional Neural Network (CNN) Architectures for Medical Image Classification using Genetic Algorithm based on Variable Length-encoding Scheme -- A Multi-objective 3D Offline UAV Path Planning Problem with Variable Flying Altitude -- An Elitist Non-dominated Heuristic Resolution for the Dynamic Asset Protection Problem.This book constitutes the refereed post-conference proceedings of the 15th International Conference, Évolution Artificielle, EA 2022, held in Exeter, UK, during October 31–November 2, 2022. The 15 full papers were carefully reviewed and selected from 18 submissions. The papers cover a wide range of topics in the field of artificial evolution, including, but not limited to: evolutionary computation, evolutionary optimization, coevolution, artificial life, population dynamics, theory, algorithmic and modeling, implementations.Lecture Notes in Computer Science,1611-3349 ;14091Artificial intelligenceAlgorithmsNumerical analysisComputer networksComputer engineeringArtificial IntelligenceAlgorithmsNumerical AnalysisComputer Communication NetworksComputer Engineering and NetworksArtificial intelligence.Algorithms.Numerical analysis.Computer networks.Computer engineering.Artificial Intelligence.Algorithms.Numerical Analysis.Computer Communication Networks.Computer Engineering and Networks.005.432Legrand PierrickMiAaPQMiAaPQMiAaPQBOOK9910743692903321Artificial Evolution772178UNINA