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Product Details 基本信息 ISBN-13 书号 9783031435430 Author 作者 Ant?nio José da Silva Neto Format 版本 精装 Pages Number 页数 331页 Publisher 出版社 Springer International Publishing Publication Date 出版日期 2023-11-24 Language 语种 其它(含多语) Book Contents 内容简介 This book offers a careful selection of studies in optimization techniques based on artificial intelligence, applied to inverse problems in radiative transfer. In this book, the reader will find an in-depth exploration of heuristic optimization methods, each meticulously described and accompanied by historical context and natural process analogies.From simulated annealing and genetic algorithms to artificial neural networks, ant colony optimization, and particle swarms, this volume presents a wide range of heuristic methods. Additional approaches such as generalized extreme optimization, particle collision, differential evolution, L
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