基于Internet全球优化模式的进化计算

Evolutionary Computation of Global Optimization Based on Internet

分析了进化计算的并行化原理,提出了并行进化计算中新的应用平台——Internet,给出了粗粒度并行遗传算法具体实现的方法.基于Internet的并行进化计算能够充分利用Internet的计算机资源,运行成本低,是解决巨量优化问题的有效方案,对于科研和工程应用具有重要的意义.

The parallelization principle of the evolutionary computation is analyzed,a new application environment-Inernet is presented,and the coarse-grained parallel genetic algorithm is also implemented in this paper. IPEC(Internet-based Parallel Evolutionary Computation) can make full use of computers on the Internet and decrease the running cost. Being an efficient scheme to solve huge optimizations, it is significant for scientific research and engineering applieatioon.