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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- Korean Institute of Information Scientists and Engineers Journal of Electrical Engineering and Information Science Journal of Electrical Engineering and Information Science Vol.3 No.5
- 발행연도
- 1998.10
- 수록면
- 639 - 645 (7page)
이용수
초록· 키워드
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This paper presents evolutionary computations to solve the problems of economic load dispatch (ELD) with single quadratic cost functions and piecewise quadratic cost functions. Genetic algorithms (GAs), evolution strategies (ESs) and evolutionary programming (EP) are applied to the ELD problems. To improve these methods in nonlinear optimization problems, two hybrid optimization methods exploiting the advantages of each evolutionary computations are developed. Optimization methods combining GA with ES, and EP with ES are tested in the ELD problem with piecewise quadratic cost functions. Case studies illustrate the superiority of the proposed methods to existing numerical methods.
목차
Abstract
Ⅰ. Introduction
Ⅱ. Evolutionary Computations[3]
Ⅲ. Economic load dispatch problems
Ⅳ. ELD problems using Evolutionary Computations
Ⅴ. Case studies
Ⅵ. Conclusion
Acknowledgements
References
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