Artificial Intelligence Problems and Their Solutions /

Artificial Intelligence Problems and Their Solutions / / Danny Kopec, Shweta Shetty, Christopher Pileggi.

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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-...

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Bibliographic Details
VerfasserIn:
Kopec, Danny,
Pileggi, Christopher,
Shetty, Shweta,
Place / Publishing House:Dulles, VA : : Mercury Learning and Information, , [2014]
©2014
Year of Publication:2014
Language:English
Online Access:
Physical Description:1 online resource (300 p.)
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Table of Contents:
  • Frontmatter
  • Contents
  • Preface
  • List of Figures and Tables
  • Chapter 1: Introduction
  • Part I: Problem Solving and Traditional Artificial Intelligence Problems
  • Chapter 2: Problem Solving
  • Chapter 3: The Missionaries and Cannibals Problem
  • Chapter 4: The 12 Coins Problem
  • Chapter 5: Cryptarithms
  • Chapter 6: The Red Donkey Puzzle
  • Chapter 7: The 15 Puzzle
  • Chapter 8: The Knight’s Tour Problem
  • Chapter 9: Mastermind
  • Chapter 10: The Monty Hall Problem
  • Chapter 11: Rubik’s Cube
  • Chapter 12: The Prisoner’s Dilemma
  • Part II: Problems Requiring Computer Solutions
  • Chapter 13: Sudoku
  • Chapter 14: Map Coloring and the Chromatic Number
  • Chapter 15: Cryptography
  • Chapter 16: Random Walks on Graphs and Monte Carlo Methods
  • Part III: Miscellaneous Smaller Problems and Towards a Theory
  • Chapter 17: Miscellaneous Problems
  • Chapter 18: Conclusion: Toward a Theory for Problem Solving
  • On the Companion Disc
  • Index

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