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基于蚁群粒子群算法的油田注水系统优化
Optimization in oilfield water injection system based on algorithm of ant colony-particle swarm method
【摘要】 提出一种应用于求解油田注水系统运行优化的蚁群粒子群算法.针对基本粒子群算法的缺点,做出相应改进,提高算法的全局搜索能力.将此算法结合油田注水系统服务的实际要求,对油田注水运行优化问题进行求解,验证了此算法的可行性.
【Abstract】 This paper presented an algorithm of ant colony-particle swarm to solve the optimization problem of oilfield water system.For the shortcomings of particle swarm algorithm,this paper has made a corresponding improvement to improve the global searching capability.Under the requirements of actual oil field water injection system service,this algorithm is used to solve this optimization problem of oilfield water system,and verified the feasibility of this algorithm.
【关键词】 蚁群算法;
粒子群算法;
油田注水系统;
优化;
【Key words】 ant colony algorithm; particle swarm algorithm; oilfield water system; optimization;
【Key words】 ant colony algorithm; particle swarm algorithm; oilfield water system; optimization;
【基金】 黑龙江省教育厅科学技术研究项目(11544006)
- 【文献出处】 大庆石油学院学报 ,Journal of Daqing Petroleum Institute , 编辑部邮箱 ,2010年02期
- 【分类号】TE357.6
- 【被引频次】8
- 【下载频次】174