Evolve - A Bridge Between Probability, Set Oriented Numerics and Evolutionary Computation VII
暫譯: Evolve - 橋接機率、集合導向數值與進化計算 VII

Emmerich, Michael, Deutz, Andre, Schutze, Oliver

  • 出版商: Springer
  • 出版日期: 2018-07-20
  • 售價: $4,600
  • 貴賓價: 9.5$4,370
  • 語言: 英文
  • 頁數: 210
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3319841335
  • ISBN-13: 9783319841335
  • 海外代購書籍(需單獨結帳)

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商品描述

This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering that were presented at EVOLVE 2013 held in July 2013 at Leiden University in the Netherlands. The internationally peer-reviewed papers include original work on important topics in both theory and applications, such as the role of diversity in optimization, statistical approaches to combinatorial optimization, computational game theory, and cell mapping techniques for numerical landscape exploration. Applications focus on aspects including robustness, handling multiple objectives, and complex search spaces in engineering design and computational biology.

商品描述(中文翻譯)

本書包含九篇關於解決多目標優化、博弈論和機器學習問題的數值與計算方法的選定作品。它提供了從各個科學領域(如計算機科學、數學和工程)中選出的論文的擴展版本,這些論文於2013年7月在荷蘭萊頓大學舉行的EVOLVE 2013會議上發表。這些經國際同行評審的論文包括在理論和應用方面的重要主題的原創研究,例如多樣性在優化中的角色、組合優化的統計方法、計算博弈論,以及用於數值景觀探索的細胞映射技術。應用方面則集中於工程設計和計算生物學中的穩健性、多目標處理和複雜搜索空間等方面。

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