Presentation | 1994/5/19 Theoretical considerations on the formalization of traveling selesman problem with relative distances by Hopfield neural network Satoshi Matsuda, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In solving combinatorial problems by Hopfield neural networks, the formalizations of problems are not made so carefully.Though many formalizations of,for example,TSP have been proposed,their theoretical comparisons are not made yet.On the other hand,taking traveling salesman problem as an example,in solving the combinatorial optimization problem by Hopfield neural network,the asymptotical stability and unstability conditions of solutions and nonsolutions were shown by the author^(5),(6)>.In this paper, using these results on the stabilities of solutions,theoretical considerations on the formalization of TSP with relative distances^ (3),(4)>are made. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Hopfield neural network / Traveling salesman problem / Theoretical comparison |
Paper # | NC94-3 |
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Committee | NC |
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Conference Date | 1994/5/19(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Neurocomputing (NC) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Theoretical considerations on the formalization of traveling selesman problem with relative distances by Hopfield neural network |
Sub Title (in English) | |
Keyword(1) | Hopfield neural network |
Keyword(2) | Traveling salesman problem |
Keyword(3) | Theoretical comparison |
1st Author's Name | Satoshi Matsuda |
1st Author's Affiliation | Computer and Communication Research Center,Tokyo Electric Power Co.() |
Date | 1994/5/19 |
Paper # | NC94-3 |
Volume (vol) | vol.94 |
Number (no) | 40 |
Page | pp.pp.- |
#Pages | 8 |
Date of Issue |