.png){kind=icon}
返回
Economic and Emission Dispatch Using Ensemble Multi-Objective Differential Evolution Algorithm
.png){kind=icon}
OA
AI
DOI：10.3390/su10020418.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
In the past two decades, China's manufacturing industry has achieved great success. However, pollution and environmental impacts have become more serious while this industry has grown. The economic and emission dispatch (EED) problem is a typical multi-objective optimization problem with conflicting fuel costs and pollution emission objectives. An ensemble multi-objective differential evolution (EMODE) is proposed to tackle the EED problem. First, the equality constraints of the problem have been transformed into inequality constraints. Next, two mutation strategies DE/rand/1 and DE/current-to-rand/1 have been implemented to improve the conventional DE. The performance of the proposed algorithm is evaluated on six test functions and the numerical results have indicated that the proposed algorithm is effective. The proposed algorithm EMODE is used to solve a series of six generators and eleven generators in the EED problem. The experimental results obtained are compared with those reported using single optimization algorithms and multi-objective evolutionary algorithms (MOEAs). The results have revealed that the proposed algorithm EMODE either matches or outperforms those algorithms. The proposed algorithm is an effective candidate to optimize the manufacturing industry of China.
Keyword:
economic and emission dispatch
differential evolution
mutation strategy
multi-objective
manufacturing industry
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
3.3
论文数:
10.6W
被引数:
28.4W
机构
暂无机构信息
引用论文
Competitive and Sustainable Manufacturing in the Age of Globalization全球化时代的竞争性和可持续制造业.png)
SUSTAINABILITYOAAI
SUSTAINABILITYIF3.3
OAAI分享收藏Solving the combined economic load and emission dispatch problems using new heuristic algorithm
PREAI
分享收藏Synthesis of novel anode Li4Ti5O12/C with PAN as carbon source and its electrochemical performance
PREAI
分享收藏分享收藏A survey on multi-objective evolutionary algorithms for the solution of the environmental/economic dispatch problems解决环境/经济调度问题的多目标进化算法综述
PREAI
分享收藏
查看更多内容