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Optimization Problems Categories

机译:优化问题类别

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摘要

This work presents a categorical approach to cope with some questions originally studied within Computational Complexity Theory. It proceeds a research with theoretical emphasis, aiming at characterising the structural properties of optimization problems, related to the approximative issue, by means of Category Theory. In order to achieve it, two new categories are defined: the OPT category, which objects are optimization problems and the morphisms are the reductions between them, and the APX category, that has approximation problems as objects and approximation-preserving reductions as morphisms. Following the basic idea of categorical shape theory, a comparison mechanism between these two categories is defined and a hierarchical structure of approximation to each optimization problem can be modelled.
机译:这项工作提出了一种分类方法来应对最初在计算复杂性理论中研究的一些问题。它进行了具有理论重点的研究,旨在通过类别理论来表征与近似问题有关的优化问题的结构特性。为了实现它,定义了两个新类别:OPT类别(对象是最优化问题,而射态是它们之间的约简)和APX类别,其中APX类别有作为对象的近似问题,而保留近似的约数作为射态。遵循分类形状理论的基本思想,定义了这两个类别之间的比较机制,并且可以对每个优化问题的近似层次结构进行建模。

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