Artificial Intelligence Problems and Their Solutions (Paperback)

Danny Kopec, Shweta Shetty, Christopher Pileggi

  • 出版商: Mercury Learning
  • 出版日期: 2014-04-04
  • 定價: $1,750
  • 售價: 6.0$1,050
  • 語言: 英文
  • 頁數: 300
  • 裝訂: Paperback
  • ISBN: 193854983X
  • ISBN-13: 9781938549830
  • 相關分類: 人工智慧
  • 立即出貨(限量) (庫存=3)

商品描述

This book lends insight into solving some well-known AI problems using the most efficient 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: 1) a precise description of a well-known AI problem coupled with an effective graphical representation; 2) discussion of possible approaches to solving each problem; 3) identifying and presenting the best known human solution to each problem; 4) evaluation and discussion of the Human Window aspects for the best solution; 5) a playability site where students can exercise the process of developing their solutions, as well as 'experiencing' the best solution; 6) code or pseudo-code implementing the solution algorithm, and 7) academic references for each problem.

Features:
  • Addresses AI problems well known to computer science and mathematics students from a number of perspectives

  • Covers classic AI problems such as Twelve Coins, Red Donkey, Cryptarithms, Rubik s Cube, Missionaries/Cannibals, Knight s Tour, Monty Hall, and more

  • Includes a companion CD-ROM with source code, solutions, figures, and more

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

  • Describes problem-solving methods which may be applied to many problem situations


  • Brief Table of Contents:

    1. Introduction. 2. Problem Solving. 3. The Missionaries and Cannibals Problem. 4. The 12 Coins Problem.
    5. Cryptarithms. 6. The Red Donkey Puzzle. 7. The 15 Puzzle. 8. The Knight s Tour Problem. 9. Mastermind. 10. The Monty Hall Problem. 11. Rubik s Cube. 12. The Prisoner s Dilemma. 13. Miscellaneous Problems. 14. Conclusion. On The CD-ROM: Appendices A-D.

    商品描述(中文翻譯)

    這本書提供了解決一些著名的人工智慧問題的洞察力,並介紹了人類和電腦使用最有效的方法。書中討論了發展批判性思維方法和技能的重要性,並對每個問題提出了一致的解決方法:1)對一個著名的人工智慧問題進行精確描述,並配以有效的圖形表示;2)討論解決每個問題的可能方法;3)確定並呈現每個問題的最佳已知人類解決方案;4)評估和討論最佳解決方案的人類窗口方面;5)提供一個可供學生練習解決問題過程並“體驗”最佳解決方案的可玩性網站;6)實現解決算法的代碼或偽代碼;7)每個問題的學術參考文獻。

    特點:
    - 從多個角度介紹了計算機科學和數學學生熟悉的人工智慧問題
    - 包括經典的人工智慧問題,如十二個硬幣、紅驢、算術謎題、魔術方塊、傳教士/食人族、騎士之旅、蒙提霍爾問題等
    - 附帶有源代碼、解決方案、圖片等的配套CD-ROM
    - 包括可供學生練習解決問題過程的可玩性網站
    - 描述了可以應用於許多問題情境的解決方法

    簡要目錄:
    1. 引言
    2. 問題解決
    3. 傳教士和食人族問題
    4. 十二個硬幣問題
    5. 算術謎題
    6. 紅驢謎題
    7. 15拼圖問題
    8. 騎士之旅問題
    9. 猜數字遊戲
    10. 蒙提霍爾問題
    11. 魔術方塊
    12. 囚徒困境問題
    13. 其他問題
    14. 結論
    CD-ROM內容:附錄A-D。