个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:水利工程系
学科:水文学及水资源. 水利水电工程. 电力系统及其自动化. 计算机应用技术
联系方式:ctcheng@dlut.edu.cn
电子邮箱:ctcheng@dlut.edu.cn
A Pareto Strength SCE-UA Algorithm for Reservoir Optimization Operation
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论文类型:会议论文
发表时间:2008-10-18
收录刊物:EI、CPCI-S、Scopus
卷号:1
页面范围:406-+
摘要:In this paper a new approach is presented to handle the reservoir constraints optimization operation problem. The new technique treats constrained optimization as a two-objective optimization. One objective is original objective function; the other is the degree violating the constraints. SCE-UA algorithm is applied to the two-objective optimization by using the individual's comparing procedure and the population ranking procedure which is respectively based on the Pareto dominance relationship and the Pareto strength definition. By combining Pareto strength ranking procedure with SCE-UA algorithm, a new Pareto strength SCE-UA algorithm (PSSCE) is proposed To show practical utility, PSSCE is then applied to a realistic case study, the Huanren reservoir system in Hun River Basin in the Northeast China, which mainly serves hydropower generation. By Comparing with dynamic programming (DP) method, it is concluded that the proposed algorithm provides promising and comparable solutions with known global optimum results.