In this paper, a new smoothing approximation to the l<sub>1</sub> exact penalty function for constrained optimization problems (COP) is presented. It is shown that an optimal solution to the smoothing penalty optimization problem is an app...
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https://www.riss.kr/link?id=A101787263
2015
English
KCI등재
학술저널
387-399(13쪽)
0
상세조회0
다운로드다국어 초록 (Multilingual Abstract)
In this paper, a new smoothing approximation to the l<sub>1</sub> exact penalty function for constrained optimization problems (COP) is presented. It is shown that an optimal solution to the smoothing penalty optimization problem is an app...
In this paper, a new smoothing approximation to the l<sub>1</sub> exact penalty function for constrained optimization problems (COP) is presented. It is shown that an optimal solution to the smoothing penalty optimization problem is an approximate optimal solution to the original optimization problem. Based on the smoothing penalty function, an algorithm is presented to solve COP, with its convergence under some conditions proved. Numerical examples illustrate that this algorithm is efficient in solving COP.
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