A fuzzy neural network for fully fuzzy linear programming problems. (2016)

• Record Type: Journal Article
• Authors: Selvaraj, G.; Pandian, P.
• Is Part Of: International journal of mathematical modelling and numerical optimisation. Volume 7:Number 3/4(2016)
• Page Start: 231
• Page End: 243
• Publication Date: 2016
• Subjects: fuzzy linear programming -- fuzzy energy function -- fuzzy neural networks -- alpha-cut -- fuzzy logic; Mathematical models -- Periodicals; Mathematical optimization -- Periodicals; 519.605
• Languages: English
• ISSNs: 2040-3607

Abstract

In this paper, a new fuzzy energy function is constructed. Based on the fuzzy energy function, a new fuzzy neural network is developed for solving fully fuzzy linear programming problems. The convergence of the proposed neural network is derived mathematically. Numerical examples are presented to show the efficiency and importance of the fuzzy neural network.