书目名称 | Multiobjective Problem Solving from Nature |
副标题 | From Concepts to App |
编辑 | Joshua Knowles,David Corne,Kalyanmoy Deb (Deva Raj |
视频video | |
概述 | Includes supplementary material: |
丛书名称 | Natural Computing Series |
图书封面 |  |
描述 | .Multiobjective problems involve several competing measures of solution quality, and multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computation community over the past 10 years. This is an advanced text aimed at researchers and practitioners in the area of search and optimization...The book focuses on how MOEAs and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers show how the concepts of multiobjective optimization can be used to reformulate and resolve problems in broad areas such as constrained optimization, coevolution, classification, inverse modelling and design. The book is distinguished from other texts on MOEAs in that it is not primarily about the algorithms, nor specific applications, but about the concepts and processes involved in solving problems using a multiobjective approach. Each chapter contributes to the central, deep concepts and themes of the book: evaluating the utility of the multiobjective approach; discussing alternative problem formulations; showing how problem form |
出版日期 | Book 2008 |
关键词 | Problem-solving; algorithms; classification; decision making; design; engineering design; evolution; evolut |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-540-72964-8 |
isbn_softcover | 978-3-662-50119-1 |
isbn_ebook | 978-3-540-72964-8Series ISSN 1619-7127 Series E-ISSN 2627-6461 |
issn_series | 1619-7127 |
copyright | Springer-Verlag Berlin Heidelberg 2008 |