Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science

Jin, Yaochu, Wang, Handing, Sun, Chaoli

Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science
  • 出版商: Springer
  • 出版日期: 2022-06-30
  • 售價: $7,120
  • 貴賓價: 9.5 折 $6,764
  • 語言: 英文
  • 頁數: 420
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030746429
  • ISBN-13: 9783030746421
  • 相關分類: Machine Learning、Data Science
  • 相關翻譯: 數據驅動的進化優化 (簡中版)

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Introduction to Optimization.- Classical Optimization Algorithms.- Evolutionary and Swarm Optimization.- Introduction to Machine Learning.- Data-Driven Surrogate-Assisted Evolutionary Optimization.- Multi-Surrogate-Assisted Single-Objective Optimization.- Surrogate-Assisted Multi-Objective Evolutionary Optimization.

商品描述(中文翻譯)

優化導論。- 經典優化算法。- 進化和群體優化。- 機器學習導論。- 數據驅動的輔助進化優化。- 多輔助單目標優化。- 輔助多目標進化優化。

類似商品