VERIFICATION OF GLOBAL SEARCH PROCEDURE FOR RESPONSE SURFACE METHOD

摘要

This paper presents a brief overview of the global optimization methods and experimental comparison of appropriate software. By solving of set of the recognized test problems using software based on different search methods, the reliability of obtaining of the global extremums is compared. Based on conducted analysis, it is shown a high effectivity of developed by authors' optimization algorithm in comparison with the modern genetic algorithms. In most cases high reliability is obtained with a noticeably smaller computation labor-intensity.