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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,...

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Main Authors: Evans, D. J., Sulaiman, M. N.
Format: Article
Language:English
Published: Taylor & Francis 1996
Online Access:http://psasir.upm.edu.my/id/eprint/42380/1/Solving%20optimisation%20problems%20using%20NEUCOMP%20-%20a%20neural%20network%20compiler.pdf
http://psasir.upm.edu.my/id/eprint/42380/
http://www.tandfonline.com/doi/abs/10.1080/00207169608804522
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spelling my.upm.eprints.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
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
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.
format Article
author Evans, D. J.
Sulaiman, M. N.
spellingShingle Evans, D. J.
Sulaiman, M. N.
Solving optimisation problems using NEUCOMP - a neural network compiler
author_facet Evans, D. J.
Sulaiman, M. N.
author_sort Evans, D. J.
title Solving optimisation problems using NEUCOMP - a neural network compiler
title_short 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_sort solving optimisation problems using neucomp - a neural network compiler
publisher Taylor & Francis
publishDate 1996
url http://psasir.upm.edu.my/id/eprint/42380/1/Solving%20optimisation%20problems%20using%20NEUCOMP%20-%20a%20neural%20network%20compiler.pdf
http://psasir.upm.edu.my/id/eprint/42380/
http://www.tandfonline.com/doi/abs/10.1080/00207169608804522
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score 13.211869

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