Heuristic search : theory and applications /

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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....

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Edelkamp, Stefan
Other Authors: Schr�odl, Stefan
Format: Electronic eBook
Language:Inglés
Published: Amsterdam ; Boston : Elsevier/Morgan Kaufmann, �2012.
Subjects:
Heuristic algorithms.
Algorithmes heuristiques.
COMPUTERS > Programming > Open Source.
COMPUTERS > Software Development & Engineering > Tools.
COMPUTERS > Software Development & Engineering > General.
Heuristic algorithms
Online Access:Texto completo
Table of Contents:
  • Heuristic search primer. Introduction
  • Basic search algorithms
  • Dictionary data structures
  • Automatically created heuristics
  • Heuristic search under memory constraints. Linear-space search
  • Memory-restricted search
  • Symbolic search
  • External search
  • Heuristic search under time constraints. Distributed search
  • State space pruning
  • Real-time search
  • Heuristic search variants. Adversary search
  • Constraint search
  • Selective search
  • Heurstic search applications. Action planning
  • Automated system verification
  • Vehicle navigation
  • Computational biology
  • Robotics.

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