关键词: 平台, 进化算法, 遗传算法, 优化, 数学规划

Abstract: The optimization software, on linear programming and nonlinear programming, is playing more and more important role in social, economic and engineering areas. The current optimization software usually either employs classic local optimization techniques or adopts some simple global optimization techniques. In his paper, the evolutionary algorithm is introduced to the computation of optimization software, called optimization platform. The key procedure of the platform design is analyzed, and the scheme of the platform is proposed, and finally the platform is implemented. The features of the designed platform includes: dynamically adjusting the penalty factor related to the extended objective function at interface, using only two specially designed evolution operators, having a particular mechanism of parallel computing, and a going-back mechanism. With several tests, it was indicated that the implemented platform is easy to use, and can achieve precise solutions stably, having outstanding advantages, and so, the proposed scheme is satisfactory.

Key words: platform, evolutionary algorithm, genetic algorithm, optimization, mathematical programming