| 摘要: |
| 在实际科研领域和工程应用中经常会遇到一类问题，就是高价黑箱函数问题，针对高价黑箱函数的全局最优化问题，开展了径向基函数和响应面相结合的研究;针对径向基函数中响应面模型及目标值f*n的选取进行了理论分析；提出了一种新的选取策略，不同的选取策略必然会导致不同的搜索模式，从而影响优化效果。 |
| 关键词: 高价黑箱函数 全局优化 径向基函数 响应面模型 对称拉丁超立方设计 |
| DOI： |
| 分类号: |
| 基金项目: |
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| An Optimization Method of Response Surface for Expensive Black Box Function Optimization |
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QI Jing
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| Abstract: |
| In real scientific and engineering applications,problems on the expensive black box function often appear. In view of the expensive black box function global optimization,this paper researches the radial basis function and the response surface. Based on the radial basis of selection of target value， f*n is analyzed in theory,this paper proposes a new selection strategy. Different strategy selection leads to different search patterns,which affects the optimization effect. |
| Key words: expensive black box function global optimization radial basis function response surface model symmetric Latin hypercube design |
