Searching for a Sub-Optimal Solution of the Dynamic Traveling Salesman Problem Using the Monte Carlo Method

The problem of drawing up a bypass plan for targets moving rectilinearly to one point for simple movements of an interceptor (traveling salesman) is considered. A new criterion of the problem is proposed based on the initial partition of the possible intercept area, as well as an algorithm for findi...

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Veröffentlicht in:Automation and remote control 2024-02, Vol.85 (2), p.162-173
Hauptverfasser: Galyaev, A. A., Ryabushev, E. A.
Format: Artikel
Sprache:eng
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Zusammenfassung:The problem of drawing up a bypass plan for targets moving rectilinearly to one point for simple movements of an interceptor (traveling salesman) is considered. A new criterion of the problem is proposed based on the initial partition of the possible intercept area, as well as an algorithm for finding a sub-optimal bypass plan based on the construction of a solution search tree by the Monte Carlo method. A numerical implementation of the algorithm has been developed, modeling has been carried out and the obtained plans for bypassing targets have been statistically analyzed.
ISSN:0005-1179
1608-3032
DOI:10.1134/S0005117924020048