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Combinatorial search : from Algorithms to systems by Springer-Verlag GmbH;Hamadi, Youssef is a nonfiction available to read on EtoBox.

What is Combinatorial search : from Algorithms to systems about?

Although They Are Believed To Be Unsolvable In General, Tractability Results Suggest That Some Practical Np-hard Problems Can Be Efficiently Solved. Combinatorial Search Algorithms Are Designed To Efficiently Explore The Usually Large Solution Space Of These Instances By Reducing The Search Space To Feasible Regions And Using Heuristics To Efficiently Explore These Regions. Various Mathematical Formalisms May Be Used To Express And Tackle Combinatorial Problems, Among Them The Constraint Satisfaction Problem (csp) And The Propositional Satisfiability Problem (sat). These Algorithms, Or Constraint Solvers, Apply Search Space Reduction Through Inference Techniques, Use Activity-based Heuristics To Guide Exploration, Diversify The Searches Through Frequent Restarts, And Often Learn From Their Mistakes.^ In This Book The Author Focuses On Knowledge Sharing In Combinatorial Search, The Capacity To Generate And Exploit Meaningful Information, Such As Redundant Constraints, Heuristic Hints, And Performance Measures, During Search, Which Can Dramatically Improve The Performance Of A Constraint Solver. Information Can Be Shared Between Multiple Constraint Solvers Simultaneously Working On T

Who reads Combinatorial search : from Algorithms to systems?

Author

Springer-Verlag GmbH;Hamadi, Youssef

Publisher

Springer Berlin Heidelberg

Published

2016

Language

EN

ISBN

9783642414817

Category

nonfiction

Subjects

Mathematics, Engineering, Computer Science