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FUZZIFIED SIMULATED EVOLUTION ALGORITHM FOR MULTI-OBJECTIVE OPTIMIZATION OF COMBINATIONAL LOGIC CIRCUITS

Sait, Sadiq M. and Abd-El-barr, Mostafa and Al-Saiari, Uthman and Bambang, Sarif FUZZIFIED SIMULATED EVOLUTION ALGORITHM FOR MULTI-OBJECTIVE OPTIMIZATION OF COMBINATIONAL LOGIC CIRCUITS. In: Computer Engineering Department, KFUPM.

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Abstract

In this paper, we employ fuzzified Simulated Evolution (SimE) Algorithm for combinational logic design. SimE algorithm consists of three steps: evaluation, selection and allocation. Multilevel Logic Based Goodness measure is designed to guide the selection and allocation operations of SimE. Area, power and delay are considered in the optimization of circuits. The performance of the proposed algorithm is evaluated using selected ISCAS’85 benchmark circuits. The results obtained are compared to those obtained using SIS.



Item Type:Conference or Workshop Item (Other)
Subjects:Computer
Divisions:College Of Computer Sciences and Engineering > Computer Engineering Dept
Creators:Sait, Sadiq M. and Abd-El-barr, Mostafa and Al-Saiari, Uthman and Bambang, Sarif
Email:sadiq@kfupm.edu.sa, UNSPECIFIED, UNSPECIFIED, UNSPECIFIED
ID Code:197
Deposited By:AbdulRahman
Deposited On:03 Mar 2008 08:58
Last Modified:12 Apr 2011 13:07

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