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Machine Learning Assisted Evolutionary Multi- And Many- Objective Optimization

Machine Learning Assisted Evolutionary Multi- And Many- Objective Optimization

Hardcover

Series: Genetic and Evolutionary Computation

Technology & EngineeringGeneral ComputersProbability & Statistics

ISBN10: 9819920957
ISBN13: 9789819920952
Publisher: Springer
Published: May 18 2024
Pages: 244
Weight: 1.20
Height: 0.63 Width: 6.14 Depth: 9.21
Language: English
This book focuses on machine learning (ML) assisted evolutionary multi- and many-objective optimization (EMâO). EMâO algorithms, namely EMâOAs, iteratively evolve a set of solutions towards a good Pareto Front approximation. The availability of multiple solution sets over successive generations makes EMâOAs amenable to application of ML for different pursuits.

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General Computers