Global optimization : a stochastic approach

書誌事項

Global optimization : a stochastic approach

Stefan Schäffler

(Springer series in operations research and financial engineering)

Springer, 2012

  • : hbk

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注記

Includes bibliographical references (p. 141-143) and index

内容説明・目次

内容説明

This self-contained monograph presents a new stochastic approach to global optimization problems arising in a variety of disciplines including mathematics, operations research, engineering, and economics. The volume deals with constrained and unconstrained problems and puts a special emphasis on large scale problems. It also introduces a new unified concept for unconstrained, constrained, vector, and stochastic global optimization problems. All methods presented are illustrated by various examples. Practical numerical algorithms are given and analyzed in detail. The topics presented include the randomized curve of steepest descent, the randomized curve of dominated points, the semi-implicit Euler method, the penalty approach, and active set strategies. The optimal decoding of block codes in digital communications is worked out as a case study and shows the potential and high practical relevance of this new approach. Global Optimization: A Stochastic Approach is an elegant account of a refined theory, suitable for researchers and graduate students interested in global optimization and its applications.

目次

Preface.- Introduction.- Preliminaries.- The Approach.- Theoretical Results.- The Algorithm.- Numerical Results.- References.- Index

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詳細情報

  • NII書誌ID(NCID)
    BB09920133
  • ISBN
    • 9781461439264
  • 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
    New York ; London
  • ページ数/冊数
    xv, 147 p.
  • 大きさ
    24 cm
  • 分類
  • 件名
  • 親書誌ID
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