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FUZZIFIED SIMULATED EVOLUTION ALGORITHM FOR COMBINATIONAL DIGITAL LOGIC DESIGN TARGETING MULTI-OBJECTIVE OPTIMIZATION
 

Summary: FUZZIFIED SIMULATED EVOLUTION ALGORITHM FOR COMBINATIONAL DIGITAL
LOGIC DESIGN TARGETING MULTI-OBJECTIVE OPTIMIZATION
Sadiq M. Sait, Mostafa Abd-El-Barr, Uthman Al-Saiari, Bambang A. B. Sarif
Computer Engineering Department
KFUPM, Dhahran-31261
{sadiq, mostafa, saiarios, sarif}@ccse.kfupm.edu.sa
ABSTRACT
In this paper, we employ fuzzified Simulated Evolution (SimE)
algorithm for combinational digital logic design targeting
area, delay and power as objectives. This technique is con-
sidered to be an evolutionary technique in logic design com-
pared to conventional technique which uses deterministic
algorithms for logic design. The performance of the pro-
posed algorithm is evaluated using selected ISCAS'85 bench-
mark circuits. The results obtained using the proposed al-
gorithm are compared to those obtained using SIS.
1. INTRODUCTION
Design of digital circuits requires knowledge of large col-
lections of domain-specific rules. The process of imple-
menting a digital circuit in hardware involves transform-

  

Source: Al-Saiari, Uthman - Computer Engineering Department, King Fahd University of Petroleum and Minerals

 

Collections: Computer Technologies and Information Sciences