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Fuzzy Simulated Evolution Algorithm for Multiobjective Optimization of VLSI Placement

Sait, Sadiq M. and Youssef, H. and Hussain, Ali (1999) Fuzzy Simulated Evolution Algorithm for Multiobjective Optimization of VLSI Placement. In: IEEE Congress on Evolutionary Computation, Washington DC.

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Abstract

A Fuzzy Simulated Evolution algorithm is presented for multi-objetive minimization of VLSI cell placement problem. We propose fuzzy goal-based search strategy combined with a fuzzy allocation scheme. The allocation scheme tries to minimize multiple objectives and adds controlled randomness as opposed to original dterministic allocation schemes. Experiments with benchmarks test demonstrate a noticeable improvement in solution quality.



Item Type:Conference or Workshop Item (Other)
Date:July 1999
Subjects:Computer
Divisions:College Of Computer Sciences and Engineering > Computer Engineering Dept
Creators:Sait, Sadiq M. and Youssef, H. and Hussain, Ali
Email:sadiq@kfupm.edu.sa, youssef@kfupm.edu.sa, UNSPECIFIED
ID Code:144
Deposited By:AbdulRahman
Deposited On:27 Feb 2008 08:16
Last Modified:12 Apr 2011 13:06

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