Artificial Intelligence and Problem Solving
暫譯: 人工智慧與問題解決

Danny Kopec, Christopher Pileggi, David Ungar, Shweta Shetty

  • 出版商: Mercury Learning
  • 出版日期: 2016-07-08
  • 售價: $1,990
  • 貴賓價: 9.5$1,891
  • 語言: 英文
  • 頁數: 350
  • 裝訂: Paperback
  • ISBN: 194453458X
  • ISBN-13: 9781944534585
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

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商品描述

This book lends insight into solving some well-known AI problems using the most efficient problem-solving methods by humans and computers. The book discusses the importance of developing critical-thinking methods and skills, and develops a consistent approach toward each problem. This book assembles in one place a set of interesting and challenging AI–type problems that students regularly encounter in computer science, mathematics, and AI courses. These problems are not new, and students from all backgrounds can benefit from the kind of deductive thinking that goes into solving them. The book is especially useful as a companion to any course in computer science or mathematics where there are interesting problems to solve.


Features:

•Addresses AI and problem-solving from different perspectives

•Covers classic AI problems such as Sudoku, Map Coloring, Twelve Coins, Red Donkey, Cryptarithms, Monte Carlo Methods, Rubik’s Cube, Missionaries/Cannibals, Knight’s Tour, Monty Hall, and more

•Includes a companion disc with source code, solutions, figures, and more

•Offers playability sites where students can exercise the process of developing their solutions

•Describes problem-solving methods that might be applied to a variety of situations

商品描述(中文翻譯)

本書深入探討如何利用人類和計算機最有效的問題解決方法來解決一些著名的人工智慧(AI)問題。書中討論了發展批判性思維方法和技能的重要性,並針對每個問題發展出一致的解決方案。本書將一系列有趣且具挑戰性的 AI 類型問題集中在一起,這些問題是學生在計算機科學、數學和 AI 課程中經常遇到的。這些問題並不新穎,來自各種背景的學生都能從解決這些問題所需的推理思維中受益。本書特別適合作為任何計算機科學或數學課程的伴隨教材,因為這些課程中都有有趣的問題需要解決。

特色:

• 從不同的角度探討 AI 和問題解決

• 涵蓋經典的 AI 問題,如數獨(Sudoku)、地圖著色(Map Coloring)、十二枚硬幣(Twelve Coins)、紅色驢子(Red Donkey)、密碼算式(Cryptarithms)、蒙地卡羅方法(Monte Carlo Methods)、魔方(Rubik’s Cube)、傳教士與食人族(Missionaries/Cannibals)、騎士巡遊(Knight’s Tour)、蒙提霍爾問題(Monty Hall)等

• 附有伴隨光碟,包含源代碼、解答、圖形等

• 提供可供學生練習解決方案開發過程的互動網站

• 描述可應用於各種情境的問題解決方法

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