## 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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The study of theorem proving has been significant in the development of Al

The study of theorem proving has been significant in the development of Al

**methods**. The formalization of the deductive process using the language of predicate logic , for example , helps us to understand more clearly some of the ...Page 7

Computational theorists rank the difficulty of various problems on how the worst case for the time taken ( or number of steps taken ) using the theoretically best

Computational theorists rank the difficulty of various problems on how the worst case for the time taken ( or number of steps taken ) using the theoretically best

**method**grows with some measure of the problem size .Page 72

HEURISTIC GRAPH - SEARCH PROCEDURES The uninformed search

HEURISTIC GRAPH - SEARCH PROCEDURES The uninformed search

**methods**, whether breadth - first or depth - first , are exhaustive**methods**for finding paths to a goal node . In principle , these**methods**provide a solution to the path ...### What people are saying - Write a review

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achieve actions algorithm AND/OR graph answer applied arcs Artificial Intelligence assume attempt backtracking backward block called chapter clause 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 global database 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