基于供需关系的优化调度算法及其应用
Optimal Scheduling Algorithm Based on Supply-Demand Relationship and Its Applications
摘要: 针对各个地区资源生产和消费的不协调，以及具体调配的复杂性，提出了一种基于供需关系的优化调度算法。本文考虑资源调度涉及各个地区的供给方和需求方，从理论上解决地区之间的资源优化问题。利用多目标优化建立了优化调度模型，并给出了求解资源优化调度的算法和具体操作步骤。最后，给出了2个实例进行验证分析。
Abstract:
Due to the complexity of resource allocation in each region, an optimal scheduling algorithm based on supply-demand relationship was proposed. The resource scheduling considered in this paper involves the supply and demand sides of each region, and solves resource optimization problems among regions. A multi-objective optimization is developed to search an optimal scheduling model, and an algorithm for solving optimal resource scheduling is given. Finally, two examples are given for verification analysis.
参考文献
|
[1]
|
Subramoniam, K., Maheswaran, M. and Toulouse, M. (2002) Towards a Micro-Economic Model for Resource Allocation in Grid Computing Systems. IEEE CCECE2002, Canadian Conference on Electrical and Computer Engineering, 2, 782-785.
|
|
[2]
|
Hu, W.B. and Wang, S.M. (2004) Study on Logistics Decision Supported System Based on Muti-Agent. The International Conference on Computer Supported Cooperative Work in Design, 1, 313-318.
|
|
[3]
|
王远振, 高卫斌, 聂成. 多星地面站系统资源配置优化研究综述[J]. 系统工程与电子技术, 2004, 26(4): 437-439.
|
|
[4]
|
尹晓波. 可持续经济发展中的资源配置优化[J]. 数量经济技术经济研究, 1998, 30(2): 24-26.
|
|
[5]
|
汪佳, 姚建刚, 孙谦, 等. 电力系统PMU最优配置问题的混合优化算法[J]. 计算机工程与应用, 2013, 49(3): 267-270.
|
|
[6]
|
杨志荣, 劳德容. 需求方管理(DSM)及其应用[M]. 北京: 中国电力出版社, 1999.
|
|
[7]
|
曾鸣. 综合资源规划及其激励理论与应用[M]. 北京: 中国经济出版社, 2000.
|
|
[8]
|
周篁. 关于我国电力行业应用综合资源规划方法的探讨[J]. 有色冶金节能, 2001, 25(6): 1-3.
|
|
[9]
|
白国仲. B运输问题及其应用[J]. 系统工程理论与实践, 1997, 17(11): 97-102.
|
|
[10]
|
卢厚清, 黄劳生. 运输问题的研究[J]. 系统工程理论与实践, 1997, 15(10): 120-126.
|
|
[11]
|
State Energy Data System (SEDS) Complete Dataset through 2009 (All 50 States).
https://catalog.data.gov/dataset/state-energy-data-system-seds-complete-dataset-through-2009#sec-dates
|