Mendeley出力
＜図書＞
Evolutionary algorithms
| 責任表示 | Lawrence David Davis ... [et al.], editors |
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| シリーズ | The IMA volumes in mathematics and its applications ; v. 111 |
| データ種別 | 図書 |
| 出版情報 | New York : Springer , c1999 |
| 本文言語 | 英語 |
| 大きさ | x, 293 p. : ill. ; 25 cm |
| 概要 | The IMA Workshop on Evolutionary Algorithms brought together many of the top researchers in the area of Evolutionary Computation for a week of intensive interaction. The field of Evolutionary Computat...on has developed significantly over the past 30 years & today consists of a variety of subfields such as genetic algorithms, evolution strategies, evolutionary programming & genetic programming, each with its own algorithmic perspectives & goals. The workshop did a great deal to clarify the current state of the theory of Evolutionary Algorithms. The existing theory might be characterized as deriving from two principal approaches. There is a high level macro-theory that looks at the processing of "building blocks" & "schemata" that are shared by many good solutions when searching a problem space. There is also a low level micro-theory that builds exact Markov models of the search process. It is sometimes hard for researchers working at such different levels of abstraction to interact. The IMA workshop allowed researchers working at these different levels to present their points of view & to move toward common ground. There was real progress in communication between theorists & practitioners in the evolutionary computation field. Speakers presented applications across a wide range of problem areas. In some of those cases, theoretically motivated methods work quite well. In other cases, practitioners used domain-based methods to obtain better performance than could be achieved by using a "pure" evolutionary algorithm. Individuals on both sides went away with a better appreciation of the successes & failures of current theory. The workshop should help to change what practitioners say about the current state of theory in the field. 続きを見る |
| 電子版へのリンク | https://hdl.handle.net/2324/6869150 |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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理系図3F 数理独自 | SER/IMAMA/111 | 1999 |
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027232003301387 |
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書誌詳細
| 一般注記 | Includes bibliographical references "The proceedings of a workshop that was an integral part of the 1996-1997 IMA program on "MATHEMATICS IN HIGH-PERFORMANCE COMPUTING""--Foreword |
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| 著者標目 | Davis, Lawrence David IMA Program on "Mathematics in High-Performance Computing" (1996-1997 : Minneapolis) |
| 件 名 | LCSH:Genetic algorithms -- Congresses 全ての件名で検索 |
| 分 類 | LCC:QA402.5 DC21:519.3 |
| 書誌ID | 1001361626 |
| ISBN | 0387988262 |
| NCID | BA42380080 |
| 巻冊次 | ISBN:0387988262 |
| 登録日 | 2009.09.18 |
| 更新日 | 2009.09.18 |