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Artificial evolution15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Artificial evolutionedited by Pierrick Legrand ... [et al.].
Reminder of title:	15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022 : revised selected papers /
remainder title:	EA 2022
other author:	Legrand, Pierrick.
corporate name:
Published:	Cham :Springer Nature Switzerland :2023.
Description:	xx, 215 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Evolutionary programming (Computer science)
Online resource:	https://doi.org/10.1007/978-3-031-42616-2
ISBN:	9783031426162$q(electronic bk.)

Artificial evolution15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022 : revised selected papers /
Artificial evolution15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022 : revised selected papers /[electronic resource] :EA 2022edited by Pierrick Legrand ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xx, 215 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,140910302-9743 ;. - Lecture notes in computer science ;4891..

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.

ISBN: 9783031426162$q(electronic bk.)

Standard No.: 10.1007/978-3-031-42616-2doiSubjects--Topical Terms:

185150
Evolutionary programming (Computer science)

LC Class. No.: QA76.618

Dewey Class. No.: 006.3823

Artificial evolution15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022 : revised selected papers /
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505 0 $a 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.
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