Title :
Fuzzified ant colony optimization algorithm for efficient combinational circuits synthesis
Author :
Sarif, Bambang A B ; Abd-El-Barr, Mostafa ; Sait, Sadiq M. ; Al-Saiari, U.
Author_Institution :
Dept. of Comput. Eng., KFUPM, Dhahran, Saudi Arabia
Abstract :
With the increasing demand for high quality, more efficient, less area and less power circuits, the problem of logic circuit design has become a multiobjective optimization problem. Multiobjective optimization of logic circuits based on a fuzzified ant colony (ACO) algorithm is presented. The results obtained using the proposed algorithm are compared to those obtained using SIS in terms of area, delay and power for some known circuits. It is shown that the circuits produced by the proposed algorithm are better as compared to those obtained by SIS.
Keywords :
combinational circuits; delays; fuzzy set theory; logic design; network synthesis; optimisation; SIS; combinational circuit synthesis; fuzzified ant colony optimization algorithm; logic circuit design; multiobjective optimization problem; power circuit; Ant colony optimization; Assembly; Circuit synthesis; Combinational circuits; Constraint optimization; Delay; Design engineering; Fuzzy logic; Logic circuits; Upper bound;
Conference_Titel :
Evolutionary Computation, 2004. CEC2004. Congress on
Print_ISBN :
0-7803-8515-2
DOI :
10.1109/CEC.2004.1331049