Title :
Learning using surface fitting (LeSurf)
Author :
Shikishima, Ryohei ; Hirasawa, Kotaro ; Hu, Jinglu ; Hashimoto, Masayuki
Author_Institution :
Graduate Sch. of Inf. Sci. & Electr. Eng., Kyushu Univ., Fukuoka, Japan
Abstract :
In this paper, a unique method is proposed to solve optimal problems where it takes a long time to calculate the objective function. Recently, various methods for optimal problems have been developed using advanced technologies. LeSurf (Learning with Surface Fitting), presented in this paper, aims to obtain the global optimum in less searching steps than conventional methods.
Keywords :
gradient methods; learning (artificial intelligence); optimisation; surface fitting; LeSurf; global optimum; gradient method; learning; optimal problems; optimization; surface fitting; Concrete; Flowcharts; Friction; Function approximation; Gradient methods; Information science; Marine vehicles; Probability density function; Surface fitting; Viscosity;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1195374
