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Titlebook: Constraint Handling in Metaheuristics and Applications; Anand J. Kulkarni,Efrén Mezura-Montes,Ganesh Krish Book 2021 The Editor(s) (if app

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书目名称Constraint Handling in Metaheuristics and Applications
编辑Anand J. Kulkarni,Efrén Mezura-Montes,Ganesh Krish
视频video
概述Discusses core and underlying mechanisms of different constraint handling approaches.Provides a platform for validation of novel constraint handling approaches and a complete reference to the in-depth
图书封面Titlebook: Constraint Handling in Metaheuristics and Applications;  Anand J. Kulkarni,Efrén Mezura-Montes,Ganesh Krish Book 2021 The Editor(s) (if app
描述This book aims to discuss the core and underlying principles and analysis of the different constraint handling approaches. The main emphasis of the book is on providing an enriched literature on mathematical modelling of the test as well as real-world problems with constraints, and further development of generalized constraint handling techniques. These techniques may be incorporated in suitable metaheuristics providing a solid optimized solution to the problems and applications being addressed. The book comprises original contributions with an aim to develop and discuss generalized constraint handling approaches/techniques for the metaheuristics and/or the applications being addressed. A variety of novel as well as modified and hybridized techniques have been discussed in the book. The conceptual as well as the mathematical level in all the chapters is well within the grasp of the scientists as well as the undergraduate and graduate students from the engineering and computer science streams. The reader is encouraged to have basic knowledge of probability and mathematical analysis and optimization.. . The book also provides critical review of the contemporary constraint handling ap
出版日期Book 2021
关键词Constraint Handling; Metaheuristics; Artificial Intelligence; Optimization; Constrained Problems
版次1
doihttps://doi.org/10.1007/978-981-33-6710-4
isbn_softcover978-981-33-6712-8
isbn_ebook978-981-33-6710-4
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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https://doi.org/10.1007/978-3-319-08057-4stic and metaheuristic approaches. Through utilizing the experimentation strategy Heuristic algorithms help in generating the accurate results to every problem. The response time of metaheuristic algorithms are much higher as compared with others. Various nature-based metaheuristic algorithms are ea
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Pottery Use-Alteration Analysis,vels. While some constraints are hard and as such must be satisfied with zero-tolerance, others may be soft, such that non-zero violations are acceptable. Here, we evaluate the applicability of MAP-Elites to “illuminate” constrained search spaces by mapping them into feature spaces where each featur
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https://doi.org/10.1007/978-3-319-08257-8tions. An efficient management of food products requires the consideration of their perishable nature to solve the safety problem, and logistics efforts in minimizing the total cost while maintaining the quality of food products above acceptable levels. This paper addresses a methodology to resolve
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