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 |
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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 |
| _version_ | 1848849947368095744 |
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| author | Evans, D. J. Sulaiman, M. N. |
| author_facet | Evans, D. J. Sulaiman, M. N. |
| author_sort | Evans, D. J. |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T09:58:29Z |
| format | Article |
| id | upm-42380 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T09:58:29Z |
| publishDate | 1996 |
| publisher | Taylor & Francis |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-423802016-04-13T04:57:12Z http://psasir.upm.edu.my/id/eprint/42380/ Solving optimisation problems using NEUCOMP - a neural network compiler Evans, D. J. Sulaiman, M. N. 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. Taylor & Francis 1996 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/42380/1/Solving%20optimisation%20problems%20using%20NEUCOMP%20-%20a%20neural%20network%20compiler.pdf 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 http://www.tandfonline.com/doi/abs/10.1080/00207169608804522 10.1080/00207169608804522 |
| spellingShingle | Evans, D. J. Sulaiman, M. N. Solving optimisation problems using NEUCOMP - a neural network compiler |
| title | Solving optimisation problems using NEUCOMP - a neural network compiler |
| title_full | Solving optimisation problems using NEUCOMP - a neural network compiler |
| title_fullStr | Solving optimisation problems using NEUCOMP - a neural network compiler |
| title_full_unstemmed | Solving optimisation problems using NEUCOMP - a neural network compiler |
| title_short | Solving optimisation problems using NEUCOMP - a neural network compiler |
| title_sort | solving optimisation problems using neucomp - a neural network compiler |
| url | http://psasir.upm.edu.my/id/eprint/42380/ http://psasir.upm.edu.my/id/eprint/42380/ 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 |