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.
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|
|Divisions:||College Of Computer Sciences and Engineering > Computer Engineering Dept|
|Creators:||Khan, Junaid A. and Sait, Sadiq M.|
|Deposited On:||25 Feb 2008 10:41|
|Last Modified:||12 Apr 2011 13:06|
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