Abstract: Polygonal approximation is an important method to detect dominant points and represent curves. An Improved Competitive Hopfield Neural Network （ICHNN） was proposed for polygonal approximation problem. The proposed algorithm reduces research spaces by dele

Key words: Improved competitive Hopfield neural network, Merge and split, Polygonal approximation