Introduction to Evolutionary Computing

The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to c...

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Những tác giả chính: Eiben, A.E, Smith, James E
Định dạng: Sách
Ngôn ngữ:English
Được phát hành: Springer 2015
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Truy cập trực tuyến:https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59052
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spelling oai:scholar.dlu.edu.vn:DLU123456789-590522023-11-11T06:28:08Z Introduction to Evolutionary Computing Eiben, A.E Smith, James E Evolutionary programming Computer science Evolutionary computation The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field. 2015-11-02T01:36:16Z 2015-11-02T01:36:16Z 2015 Book 978-3-662-44874-8 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59052 en application/pdf Springer
institution Thư viện Trường Đại học Đà Lạt
collection Thư viện số
language English
topic Evolutionary programming
Computer science
Evolutionary computation
spellingShingle Evolutionary programming
Computer science
Evolutionary computation
Eiben, A.E
Smith, James E
Introduction to Evolutionary Computing
description The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field.
format Book
author Eiben, A.E
Smith, James E
author_facet Eiben, A.E
Smith, James E
author_sort Eiben, A.E
title Introduction to Evolutionary Computing
title_short Introduction to Evolutionary Computing
title_full Introduction to Evolutionary Computing
title_fullStr Introduction to Evolutionary Computing
title_full_unstemmed Introduction to Evolutionary Computing
title_sort introduction to evolutionary computing
publisher Springer
publishDate 2015
url https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59052
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