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- W97188299 abstract "In the study of Traveling Salesman Problem (TSP), a main theme is the reduction of computational cost. This reduction needs the intelligence which is heuristics or the theoretical knowledge such as necessary conditions for optimality. If TSP can be manipulated as classification problems, the analysis of the classifier, which can solve efficiently these classification problems, provides the required intelligence. In fact, we can replace the TSP with a classification problem and some Shortest Hamiltonian Path Problems (SHPPs) which also can be replaced with these sub problems in the same way. Hence, the TSPs are equivalent to the classification problems. In this paper, we propose the theoretical framework to solve the TSPs as classification problems and SHPPs. We show some especial conditions in the SHPPs as sub problems converted from the TSPs, and the specification for the framework in future works." @default.
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- W97188299 date "2014-01-01" @default.
- W97188299 modified "2023-09-28" @default.
- W97188299 title "A Theoretical Framework to Solve the TSPs as Classification Problems and Shortest Hamiltonian Path Problems" @default.
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