Optical implementation of Boltzmann machine for traveling salesman problem

Nickolay Yu Kulakov; Victor A. Ivanov; Boris S. Kiselyov

doi:10.1117/12.195606

7 December 1994 Optical implementation of Boltzmann machine for traveling salesman problem

Nickolay Yu Kulakov, Victor A. Ivanov, Boris S. Kiselyov

Proceedings Volume 2430, Optical Memory & Neural Networks '94: Optical Neural Networks; (1994) https://doi.org/10.1117/12.195606
Event: Optical Memory and Neural Networks: International Conference, 1994, Moscow, Russian Federation

Abstract

The Boltzmann machine (BM) for the travelling salesman problem is considered. The BM modification having only the distance connections between neurons and using the `column replacement' rule is proposed. Computer simulation results are presented. The optoelectronic hardware of this BM is discussed.

Citation Download Citation

Nickolay Yu Kulakov, Victor A. Ivanov, and Boris S. Kiselyov "Optical implementation of Boltzmann machine for traveling salesman problem", Proc. SPIE 2430, Optical Memory & Neural Networks '94: Optical Neural Networks, (7 December 1994); https://doi.org/10.1117/12.195606

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