Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science
暫譯: 數據驅動的進化優化：整合進化計算、機器學習與數據科學

Jin, Yaochu, Wang, Handing, Sun, Chaoli

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

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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 - 傳統優化演算法 - 演化與群體優化 - 機器學習導論 - 基於數據的代理輔助演化優化 - 多代理輔助單目標優化 - 代理輔助多目標演化優化

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