Khan, Junaid A. and Sait, Sadiq M. (2002) FUZZY AGGREGATING FUNCTIONS FOR MULTIOBJECTIVE VLSI PLACEMENT. In: IEEE International Conference on Fuzzy Systems', Honolulu, Hawaii, USA.
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Abstract
When fuzzy logic is used with multi-objective optimization, min/max operators may not be desirable. This is primarily due to lack of compensation/submission of min/max. To overcome this, Ordered Weighted Averaging (OWA) operators were proposed by yager. OWA requires the selection of a control parameter (beta) which is different for different problem instances. In this work we propose new fuzzy aggregating fucntions that simulate the fuzzy AND/OR logic, and have the advantages of OWA without a need of any control paramter. Comparison with OWA for the VLSI cell placement using Simulated Evolution produced encouraging results.
| Item Type: | Conference or Workshop Item (Other) |
|---|---|
| Date: | 01 May 2002 |
| Subjects: | Computer |
| Divisions: | College Of Computer Sciences and Engineering > Computer Engineering Dept |
| Creators: | Khan, Junaid A. and Sait, Sadiq M. |
| Email: | UNSPECIFIED, sadiq@kfupm.edu.sa |
| ID Code: | 104 |
| Deposited By: | AbdulRahman |
| Deposited On: | 25 Feb 2008 10:41 |
| Last Modified: | 12 Apr 2011 13:06 |
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