Principles of Artificial IntelligenceA classic introduction to artificial intelligence intended to bridge the gap between theory and practice, Principles of Artificial Intelligence describes fundamental AI ideas that underlie applications such as natural language processing, automatic programming, robotics, machine vision, automatic theorem proving, and intelligent data retrieval. Rather than focusing on the subject matter of the applications, the book is organized around general computational concepts involving the kinds of data structures used, the types of operations performed on the data structures, and the properties of the control strategies used. Principles of Artificial Intelligenceevolved from the author's courses and seminars at Stanford University and University of Massachusetts, Amherst, and is suitable for text use in a senior or graduate AI course, or for individual study. |
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Page 7
Nils J. Nilsson. Several of these problems ( including the traveling salesman problem ) are members of a class that ... problem size . ( For example , the number of cities would be a measure of the size of a traveling salesman problem ...
Nils J. Nilsson. Several of these problems ( including the traveling salesman problem ) are members of a class that ... problem size . ( For example , the number of cities would be a measure of the size of a traveling salesman problem ...
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... problem . Selecting a good representation is one of the important arts involved in applying AI techniques to practical problems . For the 8 - puzzle and certain other problems , we can easily identify elements of the problem that ...
... problem . Selecting a good representation is one of the important arts involved in applying AI techniques to practical problems . For the 8 - puzzle and certain other problems , we can easily identify elements of the problem that ...
Page 275
... problems of interest in AI , however , the most natural formulations involve noncommutative systems . Typical problems of this sort are ones where goals are achieved by a sequence ( or program ) of actions . Robot problem solving and ...
... problems of interest in AI , however , the most natural formulations involve noncommutative systems . Typical problems of this sort are ones where goals are achieved by a sequence ( or program ) of actions . Robot problem solving and ...
Contents
PROLOGUE | 1 |
PRODUCTION SYSTEMS AND AI | 17 |
SEARCH STRATEGIES FOR | 53 |
Copyright | |
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achieve actions algorithm AND/OR graph answer applied arcs Artificial Intelligence assume attempt backtracking backward block called chapter clause CLEAR CLEAR(C complete component condition consider consistent contains control strategy corresponding cost database deduction Deleters described direction discussed evaluation example expression F-rule fact Figure formula function given goal goal node goal stack goal wff HANDEMPTY heuristic important initial involves JOHN knowledge labeled language literals logic match methods move namely node Note obtained occur ONTABLE(A operation path possible precondition predicate calculus problem procedure production system proof prove quantified reasoning refutation represent representation resolution result robot rule satisfied selected sequence shown in Figure simple solution graph solve specify statement step STRIPS structure subgoal substitutions successors Suppose symbols termination theorem unifying unit University variables