首页>
外国专利>
Using global and local catastrophes across sub-populations in parallel evolutionary computing
Using global and local catastrophes across sub-populations in parallel evolutionary computing
展开▼
机译:在并行进化计算中使用跨子种群的全局和局部灾难
展开▼
页面导航
摘要
著录项
相似文献
摘要
A parallel genetic algorithm computing process tracks forward progress of a first sub-population across generations thereof. The first sub-population is one of a plurality of sub-populations that form a population of candidate solutions to an optimization problem. At a current generation of the first sub-population, it is determined that forward progress of the first sub-population fails a set of one or more forward progress criteria. In response to determining that the forward progress of the first sub-population fails the set of one or more forward progress criteria at the current generation, a local catastrophe is invoked on the current generation of the first sub-population. The first sub-population is re-populated after the local catastrophe is invoked. The first sub-population is re-established after re-populating while constraining migration to the first sub-population.
展开▼