Research and implementation of static evaluation algorithm for checkers

Computer Game is one of the important and challenging research directions in the field of Artificial Intelligence (AI). This paper introduces the composition of the computer game system and the rules of Checkers (100) that is a complex two-player chess game. The characteristics of the evaluation of the Checkers are described in this paper. Four main features and value matrix of the pieces are also mainly elaborated. According to the importance of the different positions of the Checkers, an evaluation function with value matrix of the pieces was proposed. The experimental results show that the proposed evaluation function is feasible and effective.