Artificial Intelligence Problems and Their Solutions / / Danny Kopec, Shweta Shetty, Christopher Pileggi.
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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| 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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| LEADER | 04610nam a22006255i 4500 | ||
|---|---|---|---|
| 001 | 9781683922544 | ||
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| 100 | 1 | |a Kopec, Danny, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Artificial Intelligence Problems and Their Solutions / |c Danny Kopec, Shweta Shetty, Christopher Pileggi. |
| 264 | 1 | |a Dulles, VA : |b Mercury Learning and Information, |c [2014] | |
| 264 | 4 | |c ©2014 | |
| 300 | |a 1 online resource (300 p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 505 | 0 | 0 | |t Frontmatter -- |t Contents -- |t Preface -- |t List of Figures and Tables -- |t Chapter 1: Introduction -- |t Part I: Problem Solving and Traditional Artificial Intelligence Problems -- |t Chapter 2: Problem Solving -- |t Chapter 3: The Missionaries and Cannibals Problem -- |t Chapter 4: The 12 Coins Problem -- |t Chapter 5: Cryptarithms -- |t Chapter 6: The Red Donkey Puzzle -- |t Chapter 7: The 15 Puzzle -- |t Chapter 8: The Knight’s Tour Problem -- |t Chapter 9: Mastermind -- |t Chapter 10: The Monty Hall Problem -- |t Chapter 11: Rubik’s Cube -- |t Chapter 12: The Prisoner’s Dilemma -- |t Part II: Problems Requiring Computer Solutions -- |t Chapter 13: Sudoku -- |t Chapter 14: Map Coloring and the Chromatic Number -- |t Chapter 15: Cryptography -- |t Chapter 16: Random Walks on Graphs and Monte Carlo Methods -- |t Part III: Miscellaneous Smaller Problems and Towards a Theory -- |t Chapter 17: Miscellaneous Problems -- |t Chapter 18: Conclusion: Toward a Theory for Problem Solving -- |t On the Companion Disc -- |t Index |
| 506 | 0 | |a restricted access |u http://purl.org/coar/access_right/c_16ec |f online access with authorization |2 star | |
| 520 | |a 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 | ||
| 530 | |a Issued also in print. | ||
| 538 | |a Mode of access: Internet via World Wide Web. | ||
| 546 | |a In English. | ||
| 588 | 0 | |a Description based on online resource; title from PDF title page (publisher's Web site, viewed 08. Aug 2023) | |
| 650 | 4 | |a Artificial Intelligence. | |
| 650 | 7 | |a COMPUTERS / Intelligence (AI) & Semantics. |2 bisacsh | |
| 700 | 1 | |a Pileggi, Christopher, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Shetty, Shweta, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 776 | 0 | |c EPUB |z 9781938549328 | |
| 776 | 0 | |c print |z 9781938549830 | |
| 856 | 4 | 0 | |u https://www.degruyter.com/isbn/9781683922544 |
| 856 | 4 | 2 | |3 Cover |u https://www.degruyter.com/document/cover/isbn/9781683922544/original |
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