| Description |
1 online resource (xx, 215 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science, 1611-3349 ; 14091 |
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Lecture notes in computer science ; 14091. 1611-3349
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| Contents |
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 |
| Summary |
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 |
| Notes |
Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed September 6, 2023) |
| Subject |
Evolutionary programming (Computer science) -- Congresses
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Evolutionary computation -- Congresses
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Evolutionary computation.
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Evolutionary programming (Computer science)
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| Genre/Form |
Electronic books
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proceedings (reports)
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Conference papers and proceedings.
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Legrand, Pierrick, editor.
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Liefooghe, Arnaud, editor.
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Keedwell, Edward, editor.
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Lepagnot, Julien, editor.
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Idoumghar, Lhassane, editor.
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Monmarché, Nicolas, editor.
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Lutton, Evelyne, 1962- editor.
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| ISBN |
9783031426162 |
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3031426169 |
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