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. |
From inside the book
Results 1-5 of 5
Control strategy cost Rule application cost O —l 0 “Informedness” COMPLETE
Completely informed control strategies, however, result in minimal rule
application costs; they guide the production system directly to a solution. These
tendencies ...
Some heuristics greatly reduce search effort but do not guarantee finding minimal
cost paths. In most practical problems, we are interested in minimizing some
combination of the cost of the path and the cost of the search required to obtain
the ...
That is, f(n) is an estimate of the cost of a minimal cost path constrained to go
through node n. That node on OPEN having the smallest value off is then the
node estimated to impose the least severe constraint; hence it is appropriate that
it be ...
You have reached your viewing limit for this book.
You have reached your viewing limit for this book.
What people are saying - Write a review
Contents
1 | |
17 | |
53 | |
CHAPTER 3 SEARCH STRATEGIES FOR DECOMPOSABLE PRODUCTION SYSTEMS | 99 |
CHAPTER 4 THE PREDICATE CALCULUS IN AI | 131 |
CHAPTER 5 RESOLUTION REFUTATION SYSTEMS | 161 |
CHAPTER 6 RULEBASED DEDUCTION SYSTEMS | 193 |
CHAPTER 7 BASIC PLANGENERATING SYSTEMS | 275 |
CHAPTER 8 ADVANCED PLANGENERATING SYSTEMS | 321 |
CHAPTER 9 STRUCTURED OBJECT REPRESENTATIONS | 361 |
PROSPECTUS | 417 |
BIBLIOGRAPHY | 429 |
AUTHOR INDEX | 467 |
SUBJECT INDEX | 471 |