Optimization of Jk Flip Flop Layout with Minimal Average Power of Consumption Based on Acor, Fuzzy-acor, GA, and Fuzzy-GA


Authors

Farshid Keivanian - Department of Electrical and Computer Engineering, University of Birjand, Iran, Ali Yekta - Department of Electrical and Computer Engineering, University of Birjand, Iran, Nasser Mehrshad - Department of Electrical and Computer Engineering, University of Birjand, Iran,


Abstract

The object of heuristic algorithms is to produce an optimum solution for solving a problem. When the number of variables in the problem is high the Heuristic Algorithms are used. In this article the goal is to find an optimum layout for JK Flip Flop for minimizing the average power. There are twenty MOSFETs with different channel widths. They make a twenty dimensional search space which are independent decision variables. Motivated by the convergence of Ant Colony Optimization in real domain (ACOR) and Genetic Algorithm (GA) and the link of MATLAB with HSPICE Software the optimized layout of JK Flip Flop is obtained. Based on ACOR, Fuzzy-ACOR, GA, Fuzzy-GA algorithms the best resulting JK Flip Flop layout in CMOS Technology with supply voltage of 5v has the average power consumption of 1.6 nW with Fuzzy-ACOR.


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ISRP Style

Farshid Keivanian, Ali Yekta, Nasser Mehrshad, Optimization of Jk Flip Flop Layout with Minimal Average Power of Consumption Based on Acor, Fuzzy-acor, GA, and Fuzzy-GA, Journal of Mathematics and Computer Science, 14 (2015), no. 1, 1-15

AMA Style

Keivanian Farshid, Yekta Ali, Mehrshad Nasser, Optimization of Jk Flip Flop Layout with Minimal Average Power of Consumption Based on Acor, Fuzzy-acor, GA, and Fuzzy-GA. J Math Comput SCI-JM. (2015); 14(1):1-15

Chicago/Turabian Style

Keivanian, Farshid, Yekta, Ali, Mehrshad, Nasser. "Optimization of Jk Flip Flop Layout with Minimal Average Power of Consumption Based on Acor, Fuzzy-acor, GA, and Fuzzy-GA." Journal of Mathematics and Computer Science, 14, no. 1 (2015): 1-15


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