Semi-multifractal optimization algorithm.

Authors :: Gosciniak, Ireneusz
Source :: Soft Computing - A Fusion of Foundations, Methodologies & Applications; Mar2019, Vol. 23 Issue 5, p1529-1539, 11p
Publication Year :: 2019
Abstract: Observations on living organism systems are the inspiration for the creation of modern computational techniques. The article presents an algorithm implementing the division of a solution space in the optimization process. A method for the algorithm operation controlling shows the wide range of its use possibilities. The article presents properties of fractal dimensions of subareas created in the process of optimization. The paper also presents the possibilities of using this method to determine function extremes. The approach proposed in the paper gives more opportunities for its use. [ABSTRACT FROM AUTHOR]

Subjects :: FRACTAL dimensions
GLOBAL optimization
EVOLUTIONARY algorithms
HEURISTIC algorithms
IMMUNOGLOBULINS

Language :: English
ISSN :: 14327643
Volume :: 23
Issue :: 5
Database :: Complementary Index
Journal :: Soft Computing - A Fusion of Foundations, Methodologies & Applications
Publication Type :: Academic Journal
Accession number :: 134831009
Full Text :: https://doi.org/10.1007/s00500-017-2874-2