Differential Evolution: A Practical Approach to Global Optimization (Hardcover)
暫譯: 差分進化:全球優化的實用方法 (精裝版)

Kenneth Price, Rainer M. Storn, Jouni A. Lampinen

  • 出版商: Springer
  • 出版日期: 2005-12-01
  • 售價: $4,190
  • 貴賓價: 9.5$3,981
  • 語言: 英文
  • 頁數: 539
  • 裝訂: Hardcover
  • ISBN: 3540209506
  • ISBN-13: 9783540209508
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Problems demanding globally optimal solutions are ubiquitous, yet many are intractable when they involve constrained functions having many local optima and interacting, mixed-type variables. The differential evolution (DE) algorithm is a practical approach to global numerical optimization which is easy to understand, simple to implement, reliable, and fast. Packed with illustrations, computer code, new insights, and practical advice, this volume explores DE in both principle and practice. It is a valuable resource for professionals needing a proven optimizer and for students wanting an evolutionary perspective on global numerical optimization.

商品描述(中文翻譯)

要求全球最佳解的問題無處不在,然而當這些問題涉及具有多個局部最優解和相互作用的混合型變數的約束函數時,許多問題是難以處理的。差分進化(Differential Evolution, DE)演算法是一種實用的全球數值優化方法,易於理解、簡單實現、可靠且快速。本書充滿插圖、電腦程式碼、新的見解和實用建議,探討了DE的原理和實踐。對於需要經過驗證的優化器的專業人士以及希望從進化的角度理解全球數值優化的學生來說,這是一本寶貴的資源。