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Traditionally, the optimization algorithm based on physics principles has some shortcomings such as low population diversity and susceptibility to local extrema. A new optimization algorithm based on kinetic-molecular theory (KMTOA) is proposed. In the KMTOA three operators are designed: attraction, repulsion and wave. The attraction operator simulates the molecular attraction, with the molecules moving towards the optimal ones, which makes possible the optimization. The repulsion operator simulates the molecular repulsion, with the molecules diverging from the optimal ones. The wave operator simulates the thermal molecules moving irregularly, which enlarges the searching spaces and increases the population diversity and global searching ability. Experimental results indicate that KMTOA prevails over other algorithms in the robustness, solution quality, population diversity and convergence speed. 相似文献
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介绍了中间业务的概念和中间业务在商业银行业务发展中的地位,分析了目前中间业务处理系统存在的弊端,提出中间业务平台的系统设计目标。根据需求分析的结果,给出了中间业务平台的设计方案。模块化、参数化的设计思想不仅减少了系统开发量,还增强了系统的灵活性和适应性;开放性设计和网关模块的独立使得系统可以方便地接入各类外部系统;系统内部的规范接口在减少开发量的同时为日后系统升级和维护带来很大的方便。最后,给出了设计的实现案例,并分析了实施过程中的得失和需要注意的问题,对整个系统的设计进行了总结。 相似文献
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