Evolutionary computation : principles and practice for signal processing

著者

• Fogel, David B.

書誌事項

Evolutionary computation : principles and practice for signal processing

David B. Fogel

（Tutorial texts in optical engineering, v. TT 43）

SPIE Press, c2000

注記

Includes bibliographical references and index

内容説明・目次

内容説明

Evolutionary cmputation is one of the fastest growing areas of computer science, partly because of its broad applicability to engineering problems. The methods can be applied to problems as diverse as supply-chain optimization, routing and planning, task assignment, pharmaceutical design, interactive gaming, and many others within the signal processing domain. The text is an outgrowth of a series of SPIE short courses taught by the author. The examples span a range of applications and should be useful to a variety of readers of mixed backgrounds and expertise.

目次

• An overview of evolutionary algorithms and their advantages
• evolving models of time series
• evolutionary clustering and classification
• evolving control systems
• theory and tools for improving evolutionary algorithms.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BA57399945
• ISBN:
  • 0819437255
• LCCN: 00032801
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Bellingham, Wash.
• ページ数/冊数: xii, 168 p.
• 大きさ: 26 cm
• 分類:
  • LCC : TK5102.9.
  • DC21 : 621.382/2/0113
• 件名:
  • LCSH : Signal processing -- Computer simulation
  • LCSH : Evolutionary computation
• 親書誌ID:
  • BA11743995