An Integration of Local Search and Constraint Programming for Solving Constraint Satisfaction Optimization Problems
نویسندگان
چکیده
منابع مشابه
Solving Partial Constraint Satisfaction Problems using Local Search and Abstraction
Partial constraint satisfaction problems PCSPs were proposed by Freuder and Wallace to address some of the representational di culties with traditional constraint satisfaction techniques However the reasoning method of their proposal was limited to traditional backtracking based algorithms In this paper we extend the PCSP model by associating it with a local search algorithm which has found gre...
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Many important problems in Artificial Intelligence can be defined as Constraint Satisfaction Problems (CSP). These types of problems are defined by a limited set of variables, each having a limited domain and a number of Constraints on the values of those variables (these problems are also called Consistent Labeling Problems (CLP), in which “Labeling" means assigning a value to a variable.) Sol...
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For the past thirty ve years artiicial intelligence researchers have been studying heuristic search techniques. People writing AI programs have had strong intuitions about what it means for a program to search. Intuitively they classiied programs according to the kinds of search performed. Certain programs, such as matrix multiplication routines, did no search whatsoever. Other programs searche...
متن کاملConstraint Satisfaction Search 1 Constraint Satisfaction Problems
For the past thirty ve years artiicial intelligence researchers have been studying heuristic search techniques. People writing AI programs have had strong intuitions about what it means for a program to search. Intuitively they classiied programs according to the kinds of search performed. Certain programs, such as matrix multiplication routines, did no search whatsoever. Other programs searche...
متن کاملA New Method for Solving Constraint Satisfaction Problems
Many important problems in Artificial Intelligence can be defined as Constraint Satisfaction Problems (CSP). These types of problems are defined by a limited set of variables, each having a limited domain and a number of Constraints on the values of those variables (these problems are also called Consistent Labeling Problems (CLP), in which “Labeling means assigning a value to a variable.) Solu...
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ژورنال
عنوان ژورنال: Journal of the Korea Society of Computer and Information
سال: 2010
ISSN: 1598-849X
DOI: 10.9708/jksci.2010.15.5.039