NDLI: Employing fuzzy logic and problem specific mutation methods to boost the performance of spectrum optimization via genetic algorithms

Content Provider	IEEE Xplore Digital Library
Author	Eklund, N.H. Embrechts, M.J.
Copyright Year	2001
Description	Author affiliation: Oak Grove Sci., Clifton Park, NY, USA (Eklund, N.H.)
Abstract	This paper presents an improved method for determining the optimal filter (with respect to efficiency) to move a lamp from its "natural" position in color space to an arbitrary position in color space. Compared to a fixed parameter GA application employing the "chromosome smoothing operator" the use of fuzzy control of some GA parameters and application specific mutation methods leads to a substantial reduction in the number of function evaluations required, while maintaining the same overall level of solution quality.
Sponsorship	Syst., Man, & Cybernetics Soc
Starting Page	127
Ending Page	131
File Size	432536
Page Count	5
File Format	PDF
ISBN	0780371542
DOI	10.1109/SMCIA.2001.936745
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2001-06-27
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Fuzzy logic Genetic mutations Optimized production technology Light sources Filters Genetic algorithms Optimization methods Genetic engineering Systems engineering and theory Electronic mail
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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Employing fuzzy logic and problem specific mutation methods to boost the performance of spectrum optimization via genetic algorithms