Citation
Evans, D. J. and Sulaiman, M. N.
(1996)
Solving optimisation problems using NEUCOMP - a neural network compiler.
International Journal of Computer Mathematics, 62 (1-2).
pp. 1-21.
ISSN 0020-7160; ESSN: 1029-0265
Abstract
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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Additional Metadata
| Item Type: | Article |
|---|---|
| Divisions: | Universiti Pertanian Malaysia |
| DOI Number: | https://doi.org/10.1080/00207169608804522 |
| Publisher: | Taylor & Francis |
| Keywords: | A general-purpose simulation tool; Aequent balance 8000; NEUCOMP; Neural network compiler; Neural network models; Potts-Glass models; The continuous Hopfield; Travelling salesman problem |
| Depositing User: | Nabilah Mustapa |
| Date Deposited: | 13 Apr 2016 04:57 |
| Last Modified: | 13 Apr 2016 04:57 |
| Altmetrics: | http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1080/00207169608804522 |
| URI: | http://psasir.upm.edu.my/id/eprint/42380 |
| Statistic Details: | View Download Statistic |
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