基于遗传算法的可靠性优化

Optimization of System Reliability Based on Genetic Algorithm

建立了可靠性冗余优化模型 ,分析了各种优化方法的优缺点 .提出了遗传算法 ,并通过实例将遗传算法与启发式方法作了比较 ,结果表明遗传算法较为有效 .对遗传算法初值的选取也作了讨论 .

A redundancy optimization model is given. Many optimization methods to solve optimum model and their advantages and shortages are analyzed. A genetic algorithm is put forward comparing with heuristic method, and its effectiveness is illustrated through result. The initial value of genetic algorithm was discussed also.