Handbook of Machine Learning: Volume 2: Optimization and Decision Making
暫譯: 機器學習手冊:第二卷:優化與決策制定

Tshilidzi Marwala, Collins Achepsah Leke

  • 出版商: World Scientific Pub
  • 出版日期: 2019-11-28
  • 售價: $5,140
  • 貴賓價: 9.5$4,883
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9811205663
  • ISBN-13: 9789811205668
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

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商品描述

Building on Handbook of Machine Learning - Volume 1: Foundation of Artificial Intelligence, this volume on Optimization and Decision Making covers a range of algorithms and their applications. Like the first volume, it provides a starting point for machine learning enthusiasts as a comprehensive guide on classical optimization methods. It also provides an in-depth overview on how artificial intelligence can be used to define, disprove or validate economic modeling and decision making concepts.

商品描述(中文翻譯)

本書基於《機器學習手冊 - 第1卷:人工智慧的基礎》,本卷專注於優化與決策制定,涵蓋了一系列演算法及其應用。與第一卷類似,本書為機器學習愛好者提供了一個起點,作為經典優化方法的綜合指南。它還深入概述了人工智慧如何用於定義、駁斥或驗證經濟模型和決策制定概念。