Solving optimisation problems using NEUCOMP - a neural network compiler
NEUCOMP is a Neural Network Compiler that compiles a program written as a list of mathematical specifications of Neural Network (NN) models and then translates it into a chosen target program. A simulation program written in the NEUCOMP language based on selected NN models for Optimisation problems,...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Taylor & Francis
1996
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| Online Access: | http://psasir.upm.edu.my/id/eprint/42380/ http://psasir.upm.edu.my/id/eprint/42380/1/Solving%20optimisation%20problems%20using%20NEUCOMP%20-%20a%20neural%20network%20compiler.pdf |
| Summary: | NEUCOMP is a Neural Network Compiler that compiles a program written as a list of mathematical specifications of Neural Network (NN) models and then translates it into a chosen target program. A simulation program written in the NEUCOMP language based on selected NN models for Optimisation problems, i.e. Travelling Salesman problem (TSP) is presented. The models are the Continuous Hopfield and Potts-Glass single-layer networks. The compiler is written on the Sequent Balance 8000 machine at PARC. It combines with the graphical package, i.e. Mathematica, to portray some graphical features. |
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