Artificial Intelligence Problems and Their Solutions (Paperback)
暫譯: 人工智慧問題及其解決方案 (平裝本)

Danny Kopec, Shweta Shetty, Christopher Pileggi

  • 出版商: Mercury Learning
  • 出版日期: 2014-04-04
  • 定價: $1,750
  • 售價: 5.0$875
  • 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)

相關主題

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)

    本書深入探討如何使用人類和計算機最有效的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考方法和技能的重要性,並針對每個問題發展出一致的方法:1)對著名的AI問題進行精確描述,並附上有效的圖形表示;2)討論解決每個問題的可能方法;3)識別並呈現每個問題的最佳人類解決方案;4)評估和討論最佳解決方案的人類視窗(Human Window)方面;5)提供一個可操作的網站,讓學生能夠練習開發他們的解決方案,並「體驗」最佳解決方案;6)實現解決算法的程式碼或偽程式碼;7)每個問題的學術參考資料。

    特色:

  • 從多個角度探討計算機科學和數學學生所熟知的AI問題

  • 涵蓋經典的AI問題,如十二枚硬幣、紅色驢子、密碼算式、魔方、傳教士與食人族、騎士巡遊、蒙提霍爾問題等

  • 附有伴隨的CD-ROM,包含源代碼、解決方案、圖形等

  • 包括可操作網站,讓學生能夠練習開發他們的解決方案

  • 描述可應用於多種問題情境的問題解決方法


  • 簡要目錄:

    1. 介紹。2. 問題解決。3. 傳教士與食人族問題。4. 十二枚硬幣問題。
    5. 密碼算式。6. 紅色驢子謎題。7. 15拼圖。8. 騎士巡遊問題。9. 大腦風暴。10. 蒙提霍爾問題。11. 魔方。12. 囚徒困境。13. 其他問題。14. 結論。CD-ROM內容:附錄A-D。