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全局优化问题的一个新的无参数填充函数 被引量:2

A new parameterless filled function for global optimization problems
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摘要 求全局最优化问题的填充函数算法被提出以来,参数的选取和调整一直是制约算法有效性的因素。如何在实际的计算过程中选取合适的参数,直接影响和决定了运算速度和效率。因此,构造不含参数的填充函数就显得极为重要。提出一个新的无参数的填充函数,对其理论性质进行了分析,并给出相应的填充函数算法,数值计算验证了算法的有效性。 Since the filled function algorithm for global optimization problems has been proposed,the selection and adjustment of parameters have always been the factors that restrict the effectiveness of the algorithm.How to select appropriate parameters in the actual calculation process directly affects and determines the operation speed and efficiency.Therefore,constructing a filled function without parameters is extremely important.This paper proposes a new parameterless filled function,and gives the corresponding filled function algorithm.Through numerical experiments and comparison with existing literature,numerical experiments verify the effectiveness of the algorithm.
作者 屈德强 尚有林 詹悦 吴丹 QU Deqiang;SHANG Youlin;ZHAN Yue;WU Dan(School of Mathematics and Statistics,Henan University of Science and Technology,Luoyang 471003,Henan,China)
出处 《运筹学学报》 CSCD 北大核心 2021年第1期89-95,共7页 Operations Research Transactions
基金 国家自然科学基金(Nos.12071112,11701150,11471102) 河南省高等学校重点科研项目计划基础研究专项(No.20ZX001)。
关键词 全局最优化 填充函数 无参数 确定性算法 global optimization filled function parameterless deterministic algorithm
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  • 1Ge R.P.A Filled Function Method for Finding a Global Minimizer of a Function of Several Variables[J].Math.Programming,1990,46:191-204.
  • 2Ge R.P.The Theory of Filled Function Methods for Finding Global Minimizers of Nonlinearly Constrained Minimization Problems[J].J.of Comput.Math.,1987,5(1):1-9.
  • 3Ge R.P.and Qin Y.F.A Class of Filled Functions for Finding a Global Minimizer of a Function of Several Variables[J].Journal of Optimization Theory and Applications,1987,54(2):241-252.
  • 4Liu Xian.Finding Global Minima with a Computable Filled Function[J].Journal of Global Optimization,2001,19:151-161.
  • 5Ge R.P.and Qin Y.F.The Globally Convexized Filled Functions for Global Optimization[J].Applied Math.and Computation,1990,35:131-158.
  • 6Lucidi S.and Piecialli V.New Classes of Globally Convexized Filled Functions for Global Optimization[J].Journal of Global Optimization,2002,24:219-236.
  • 7Ng C.K.,Li D.and Zhang L.S.Global Descent Method for Global Optimization[D].The Chinese University of Hong Kong,Ph.D.thesis,2003.
  • 8Zhang L.S.,Li D.Global Search in Nonliear Integer Programming:Filled Function Approach[C].International Conference on Optimization Techniques and Applications,Perth,1998,446-452.
  • 9Zhang L.S.,Ng C.K.and Li D.A New Filled Function Method for Global OPtimization[J].Journal of Global Optimization,2004,28:17-43.
  • 10Yang Y.J.,Shang Y.L.A new filled function method for unconstrained global optimization[J].Applied Mathematics and Computation,2006,173:501-512.

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