Product Form Design Based on Neural Network and Genetic Algorithm
A method of product innovation design was presented. Based on product gene and interactive genetic algorithm, designs of products evolved into new programs, with which make customers be satisfied. In the evolutionary process, a similar model, which was made by neural network learning, was used to evaluate the fitness of products. This method not only shortened the time which was taken in the process of evolution, but also to avoid the decline in the quality of evaluations which resulted from the mental fatigue of user, and ensured the accuracy of the solution.
C. Yang et al., "Product Form Design Based on Neural Network and Genetic Algorithm", Key Engineering Materials, Vols. 460-461, pp. 26-31, 2011