Heuristic Search

Heuristic Search
Author :
Publisher : Elsevier
Total Pages : 865
Release :
ISBN-10 : 9780080919737
ISBN-13 : 0080919731
Rating : 4/5 (37 Downloads)

Book Synopsis Heuristic Search by : Stefan Edelkamp

Download or read book Heuristic Search written by Stefan Edelkamp and published by Elsevier. This book was released on 2011-05-31 with total page 865 pages. Available in PDF, EPUB and Kindle. Book excerpt: Search has been vital to artificial intelligence from the very beginning as a core technique in problem solving. The authors present a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems. Current developments in search such as pattern databases and search with efficient use of external memory and parallel processing units on main boards and graphics cards are detailed. Heuristic search as a problem solving tool is demonstrated in applications for puzzle solving, game playing, constraint satisfaction and machine learning. While no previous familiarity with heuristic search is necessary the reader should have a basic knowledge of algorithms, data structures, and calculus. Real-world case studies and chapter ending exercises help to create a full and realized picture of how search fits into the world of artificial intelligence and the one around us. - Provides real-world success stories and case studies for heuristic search algorithms - Includes many AI developments not yet covered in textbooks such as pattern databases, symbolic search, and parallel processing units


Heuristic Search Related Books

Heuristic Search
Language: en
Pages: 865
Authors: Stefan Edelkamp
Categories: Computers
Type: BOOK - Published: 2011-05-31 - Publisher: Elsevier

DOWNLOAD EBOOK

Search has been vital to artificial intelligence from the very beginning as a core technique in problem solving. The authors present a thorough overview of heur
Heuristic Search
Language: en
Pages: 224
Authors: Saïd Salhi
Categories: Computers
Type: BOOK - Published: 2017-02-18 - Publisher: Springer

DOWNLOAD EBOOK

This book aims to provide a general overview of heuristic search, to present the basic steps of the most popular heuristics, and to stress their hidden difficul
Search in Artificial Intelligence
Language: en
Pages: 491
Authors: Leveen Kanal
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Search is an important component of problem solving in artificial intelligence (AI) and, more generally, in computer science, engineering and operations researc
Modern Heuristic Search Methods
Language: en
Pages: 320
Authors: V. J. Rayward-Smith
Categories: Computers
Type: BOOK - Published: 1996-12-23 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Including contributions from leading experts in the field, this book covers applications and developments of heuristic search methods for solving complex optimi
Multiobjective Heuristic Search
Language: en
Pages: 141
Authors: Pallab Dasgupta
Categories: Computers
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Solutions to most real-world optimization problems involve a trade-off between multiple conflicting and non-commensurate objectives. Some of the most challengin