Title :
Visual analysis of a set of function values
Author :
Dzemyda, Gintautas
Author_Institution :
Inst. of Math. & Inf., Vilnius, Lithuania
Abstract :
The goal of investigation was to seek new features far the analysis of extremal problems. A method of visual analysis of a set of objective function values is proposed. It allows us to find a direction where the variation of function is maximal. The method ensures a high quality of analysis when the number of used values of the objective function is small, and a possibility of identifying the specific character of the objective function. The results of analysis are used in the search for a new coordinate system of the extremal problem and in a graphical representation of the observed data. The analysis would allow us to find a better optimization strategy
Keywords :
covariance matrices; mathematics computing; minimisation; pattern recognition; probability; set theory; extremal problems; graphical representation; objective function values; optimization strategy; visual analysis; Covariance matrix; Data analysis; Discrete transforms; Independent component analysis; Informatics; Information analysis; Linearity; Mathematics; Optimization methods; Random variables;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.546913