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Generalized order-value optimization

机译:广义订单价值优化

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摘要

Generalized Order-Value Optimization (GOVO) problems involve functions whose evaluation depends on order relations on some representation functional set. We give examples of GOVO problems that may be analyzed in the context of Piecewise-Smooth Optimization. Generalizations of algorithms that have been proved to be effective for proving special classes of GOVO problems are introduced. The case of Low Order-Value Optimization (LOVO) is considered as an example of GOVO in which one needs specialized algorithms with stronger convergence results. Applications of constrained LOVO problems and problems with OVO constraints are presented. The state-of-the-art of Protein Alignment problems from the LOVO point of view are discussed.
机译:广义订单价值优化(GOVO)问题涉及一些功能,其评估取决于某些表示功能集上的订单关系。我们给出了GOVO问题的示例,可以在分段平滑优化的上下文中对其进行分析。介绍了已证明对证明特殊类别的GOVO问题有效的算法的概括。低阶值优化(LOVO)的情况被认为是GOVO的示例,其中需要一种具有更强收敛性的专用算法。介绍了约束LOVO问题和OVO约束问题的应用。从LOVO的角度讨论了最新的蛋白质比对问题。

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