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020 _a9783031426162
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024 7 _a10.1007/978-3-031-42616-2
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050 4 _aQ334-342
050 4 _aTA347.A78
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_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
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082 0 4 _a006.3
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245 1 0 _aArtificial Evolution
_h[electronic resource] :
_b15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022, Revised Selected Papers /
_cedited by Pierrick Legrand, Arnaud Liefooghe, Edward Keedwell, Julien Lepagnot, Lhassane Idoumghar, Nicolas Monmarché, Evelyne Lutton.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXX, 215 p. 60 illus., 30 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
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347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14091
505 0 _aOn 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.
520 _aThis 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.
650 0 _aArtificial intelligence.
_93407
650 0 _aAlgorithms.
_93390
650 0 _aNumerical analysis.
_94603
650 0 _aComputer networks .
_931572
650 0 _aComputer engineering.
_910164
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aAlgorithms.
_93390
650 2 4 _aNumerical Analysis.
_94603
650 2 4 _aComputer Communication Networks.
_9115316
650 2 4 _aComputer Engineering and Networks.
_9115317
700 1 _aLegrand, Pierrick.
_eeditor.
_4edt
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_9115318
700 1 _aLiefooghe, Arnaud.
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_9115319
700 1 _aKeedwell, Edward.
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_9115320
700 1 _aLepagnot, Julien.
_eeditor.
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_9115321
700 1 _aIdoumghar, Lhassane.
_eeditor.
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_9115322
700 1 _aMonmarché, Nicolas.
_eeditor.
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_9115323
700 1 _aLutton, Evelyne.
_eeditor.
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_9115324
710 2 _aSpringerLink (Online service)
_9115325
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031426155
776 0 8 _iPrinted edition:
_z9783031426179
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14091
_923263
856 4 0 _uhttps://doi.org/10.1007/978-3-031-42616-2
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