作者
Hong-Lin Zhang, Bin Qian, Zai-Xing Sun, Rong Hu, Bo Liu, Ning Guo
发表日期
2018
研讨会论文
Intelligent Computing Theories and Application: 14th International Conference, ICIC 2018, Wuhan, China, August 15-18, 2018, Proceedings, Part I 14
页码范围
670-678
出版商
Springer International Publishing
简介
In this paper, single-machine scheduling with carbon emission index is studied. The objective function is to minimize the sum of total flow time and carbon emission. Firstly, the problem is shown to be NP-hard by Turing reduction. Then mathematical programming (MP) model is established. A pseudo-time algorithm based on dynamic programming (DPA) is proposed for small scale. And a Bird Swarm Algorithm (BSA) is proposed to compete with DPA. In addition, simulation experiments are used to compare the proposed algorithms. DPA is shown to be more efficient for small scale problem, and BSA is better for large scale problem.
学术搜索中的文章
HL Zhang, B Qian, ZX Sun, R Hu, B Liu, N Guo - Intelligent Computing Theories and Application: 14th …, 2018