Genetic Programming Theory and Practice XVII
暫譯: 遺傳程式設計理論與實務 XVII

Banzhaf, Wolfgang, Goodman, Erik, Sheneman, Leigh

  • 出版商: Springer
  • 出版日期: 2021-05-08
  • 售價: $7,160
  • 貴賓價: 9.5$6,802
  • 語言: 英文
  • 頁數: 409
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030399605
  • ISBN-13: 9783030399603
  • 海外代購書籍(需單獨結帳)

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商品描述

 

These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. In this year's edition, the topics covered include many of the most important issues and research questions in the field, such as: opportune application domains for GP-based methods, game playing and co-evolutionary search, symbolic regression and efficient learning strategies, encodings and representations for GP, schema theorems, and new selection mechanisms.The volume includes several chapters on best practices and lessons learned from hands-on experience. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

 

 

 

 

商品描述(中文翻譯)

這些貢獻由國際頂尖的遺傳編程(Genetic Programming, GP)研究者和實踐者撰寫,探討了理論與實證結果在現實世界問題上的協同作用,提供了對GP最新技術的全面觀察。在今年的版本中,涵蓋的主題包括該領域中許多最重要的議題和研究問題,例如:GP方法的適用應用領域、遊戲玩法與共同進化搜索、符號回歸與高效學習策略、GP的編碼與表示、模式定理以及新的選擇機制。本卷包括幾個關於最佳實踐和從實務經驗中學到的教訓的章節。讀者將透過對最新和最重要結果的深入介紹,發現GP在各種問題領域的大規模現實應用。