Heuristics: Intelligent Search Strategies for Computer Problem Solving
Judea Pearl, "Heuristics: Intelligent Search Strategies for Computer Problem Solving"
1984 | pages: 401 | ISBN: 0201055945 | DJVU | 3,8 mb
1984 | pages: 401 | ISBN: 0201055945 | DJVU | 3,8 mb
Problem-solving strartegies and the nature of Heuristic information. Heuristics and problem representations. Basic Heuristic-Search procedures. Formal properties of Heuristic methods. Heuristics viewed as information provided by simplified models. Performance analysis of Heuristic methods. Abstract models for quantitative performace analysis. Complexity versus precision of admissible Heuristics. Searching with nonadmissible Heuristics. Game-playing programs. Strategies and models for game-playing programs. Performace analysis for game-searching strategies. Decision quality in game searching.
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