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SYSTEMS AND METHODS FOR MULTI-CRITERION OPTIMIZATION IN VASTLY INFEASIBLE SEARCH SPACES

机译:极大不可行搜索空间中多准则优化的系统和方法

摘要

Systems and methods may facilitate optimization in vastly infeasible search spaces according to multiple criterion. In this regard, parallel processing with one or more infeasibility checking mechanisms can be utilized. Likewise, the generation of feasible solutions from two parents may be supported. Alternatively or additionally, the generation of random feasible solutions can also be supported. All of these mechanisms may enable not only the discovery of feasible solutions, but also convergence towards the Pareto- optimal set of feasible solutions according to multiple criterion. One or more reports can be provided to summarize the results, including determined optimal solutions.
机译:系统和方法可以根据多个准则促进在非常不可行的搜索空间中的优化。在这方面,可以利用具有一个或多个不可行检查机制的并行处理。同样,可以支持从两个父母生成可行解决方案。替代地或附加地,也可以支持随机可行解的产生。所有这些机制不仅可以实现可行解的发现,而且还可以根据多种准则向可行方案的帕累托最优集收敛。可以提供一份或多份报告以总结结果,包括确定的最佳解决方案。

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