Multiobjective Collective Decision Optimization Algorithm for Economic Emission Dispatch Problem
Joint Authors
Hu, Zhongbo
Xu, Xinlin
Xiong, Zenggang
Su, Qinghua
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-20, 20 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-11-13
Country of Publication
Egypt
No. of Pages
20
Main Subjects
Abstract EN
The collective decision optimization algorithm (CDOA) is a new stochastic population-based evolutionary algorithm which simulates the decision behavior of human.
In this paper, a multiobjective collective decision optimization algorithm (MOCDOA) is first proposed to solve the environmental/economic dispatch (EED) problem.
MOCDOA uses three novel learning strategies, that is, a leader-updating strategy based on the maximum distance of each solution in an external archive, a wise random perturbation strategy based on the sparse mark around a leader, and a geometric center-updating strategy based on an extreme point.
The proposed three learning strategies benefit the improvement of the uniformity and the diversity of Pareto optimal solutions.
Several experiments have been carried out on the IEEE 30-bus 6-unit test system and 10-unit test system to investigate the performance of MOCDOA.
In terms of extreme solutions, compromise solution, and three metrics (SP, HV, and CM), MOCDOA is compared with other existing multiobjective optimization algorithms.
It is demonstrated that MOCDOA can generate the well-distributed and the high-quality Pareto optimal solutions for the EED problem and has the potential to solve the multiobjective optimization problems of other power systems.
American Psychological Association (APA)
Xu, Xinlin& Hu, Zhongbo& Su, Qinghua& Xiong, Zenggang. 2018. Multiobjective Collective Decision Optimization Algorithm for Economic Emission Dispatch Problem. Complexity،Vol. 2018, no. 2018, pp.1-20.
https://search.emarefa.net/detail/BIM-1132639
Modern Language Association (MLA)
Xu, Xinlin…[et al.]. Multiobjective Collective Decision Optimization Algorithm for Economic Emission Dispatch Problem. Complexity No. 2018 (2018), pp.1-20.
https://search.emarefa.net/detail/BIM-1132639
American Medical Association (AMA)
Xu, Xinlin& Hu, Zhongbo& Su, Qinghua& Xiong, Zenggang. Multiobjective Collective Decision Optimization Algorithm for Economic Emission Dispatch Problem. Complexity. 2018. Vol. 2018, no. 2018, pp.1-20.
https://search.emarefa.net/detail/BIM-1132639
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132639