ISSN: 2349-5162

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Published in:

Volume 2 Issue 7
July-2017
eISSN: 2349-5162

Unique Identifier

JETIR1507045

Page Number

3241-3245

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Title

ANN based training methodology for solving Linear Programming Problem

ISSN

2349-5162

Cite This Article

" ANN based training methodology for solving Linear Programming Problem", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.2, Issue 7, page no.3241-3245, July-2015, Available :http://www.jetir.org/papers/JETIR1507045.pdf

Authors

Abstract

Linear Programming Problems are mathematical models which are used to find out the conditions in the way of objective functions and constraint. Nowadays, we have various methods and techniques to find out these problems occurring in the Linear Programming Problem. When developing a Linear Programming model, system and researchers often include all possible constraints although some of them may not be binding at the optimal solution. To achieve optimality in computational effort and also in accuracy, we proposed a hybrid algorithmic structure with training model for optimization of parameters in real time linear programming problem. This algorithm proposes the class based on the environment. It constructs input information using the input parameters and constraints using formal or conventional methods like complex algorithm and/or identifying redundant constraints before the predicted time. It forecasts the appropriate parameters. In case the predicted time or value belongs to any of the conditions, the value of parameters may vary. Forecast the appropriate parameters with the physical sensitivities. This structure improves the accuracy of bounded variables in linear programming problem model by suggesting the training and learning of parameters and constraints. This training is possible in real world application by applying artificial neural network.

Key Words

Linear Programming, Neural Network, Redundant Constraints, Back Propagation, Training Parameters

Cite This Article

" ANN based training methodology for solving Linear Programming Problem", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 7, page no. pp3241-3245, July-2015, Available at : http://www.jetir.org/papers/JETIR1507045.pdf

Publication Details

Published Paper ID: JETIR1507045
Registration ID: 214605
Published In: Volume 2 | Issue 7 | Year July-2017
DOI (Digital Object Identifier):
Page No: 3241-3245
ISSN Number: 2349-5162

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Cite This Article

" ANN based training methodology for solving Linear Programming Problem", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 7, page no. pp3241-3245, July-2015, Available at : http://www.jetir.org/papers/JETIR1507045.pdf




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