摘要
针对遗传算法、蚂蚁算法在进行方案优化过程中存在过早收敛、容易陷入局部最优解等的缺陷,提出了基于Pareto的多目标优化免疫算法的产品方案设计方法,介绍了具体的编码规则,建立了方案的多目标优化模型,并给出了具体执行步骤。此方法在一次优化设计过程可获得多个最优方案。
Because of the existence of premature convergence and easy to fall into local optimal solution in the optimiza- tion process using genetic algorithm and ant algorithm, multi-objective immune algorithm based on Pareto was applied in scheme design for products, a rule for encoding was introduced, the multi-objective optimization model of scheme design was constructed, and detailed executing steps were introduced. Multi optimal schemes can be obtained in one process of optimiza- tion design.
出处
《计算机与数字工程》
2015年第7期1212-1216,共5页
Computer & Digital Engineering
