Open AccessA New Filled Function for Non-smooth Global Optimization and Its Applications
Author(s) -
Weixiang Wang,
Guanglei Sun,
Youlin Shang
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1995/1/012053
Subject(s) - function (biology) , mathematical optimization , bridge (graph theory) , local optimum , computer science , global optimization , algorithm , mathematics , medicine , evolutionary biology , biology
This paper aims to discover a global optima for non-smooth optimal issues by designing a novel filled function, which, regarded as a bridge delivering one minimizer to another minimizer, contains only one parameter for easy adjustment. Theoretically, the natures of the considered filled function are conducted as well as a new algorithm is presented. Finally, certain experimental calculations are presented to illustrate the performance of the constructed algorithm.