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Distributed Evolutionary Design

机译:分布式进化设计

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摘要

Dexen is a cross-platform Distributed Execution ENvironment that can be used to run population based computational jobs in parallel on multiple computers at the same time, on any networked computing infrastructure, including compute clusters and cloud computing platforms.Dexen is particularly well suited to running population based multi-objective optimisation jobs. For such jobs, the job definition will typically include three types of tasks : development, evaluation, and feedback. The development task is used to generate design models, and the evaluation tasks are used to evaluate these models with respect to certain performance criteria. Finally, the feedback task uses the results from evaluation to kill some low performance individuals, and generate some new individuals using crossover and mutation.
机译:德克森是一个跨平台的分布式执行环境,可用于在任何网络计算基础架构上同时运行基于多台计算机上的基于群体的计算作业,包括计算群集和云计算平台.dexen特别适合运行基于人口的多目标优化工作。对于此类作业,作业定义通常包括三种类型的任务:开发,评估和反馈。开发任务用于生成设计模型,并且评估任务用于评估这些模型的某些性能标准。最后,反馈任务使用评估结果来杀死一些低性能的人,并使用交叉和突变生成一些新的人员。

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