Generalized Order-Value Optimization
نویسنده
چکیده
Generalized Order-Value Optimization (GOVO) problems involve functions whose evaluation depends on order relations on some representation functional set. Examples will be given 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 will be introduced. The case of Low Order-Value Optimization (LOVO) will be 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 will be presented. The state of the art of Protein Alignment problems from the LOVO point of view will be discussed.
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