A Method Solving of Constraint Satisfaction Problem by Neural Network withSelf-Feedback
Abstract
Constraint satisfaction problem consists of the combination of some constraints, and it is a very difficult problem. The neural network is used as a method of solving constraint satisfaction problems. In this research, we proposed a method of solving constraint satisfaction problems by neural network having self-feedback. The feature of this proposed method is simplifying constraint satisfaction problems. It becomes easy to search an optimum solution by this proposed method. This proposed method was applied to N-queen problem and four-color problem which are constraint satisfaction problems. From Simulation result, this proposed method can solve the N-queen problem and four-color problem at high speed and high performance.
- Publication:
-
IEEJ Transactions on Electronics, Information and Systems
- Pub Date:
- 2003
- DOI:
- Bibcode:
- 2003ITEIS.123.1822T
- Keywords:
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- Constraint Satisfaction Problem;
- Self-Feedback;
- Neural Network;
- N-Queen Problem;
- Four-Color Problem