Title :
Utilization of optimization methods cooperation for the improvement of optimization process
Author :
Casar, Josef ; Stefek, Alexandr
Author_Institution :
Univ. of Defence, Brno, Czech Republic
Abstract :
The article deals with the proposal of new methods combinations that are designed to solve general optimization problems. These methods tackle the problems without constraints and therefore can be utilized in most fields of human activity. Issues dealing with solution of optimization problems that are focused especially on three basic optimization algorithms are presented and theoretically analyzed in this paper. An important part is the description of the parameters that have a significant influence on the process of finding extremes. The attention is also paid to the basic optimization methods and to inclusion of different methods into the overall concept of optimization. As a result, there are proposed algorithms that solve the cooperation of optimization methods. The optimization process improvements reached by using newly developed composite methods is proved by comparing achieved values obtained from series of tests with the values of the basic versions of used algorithms.
Keywords :
optimisation; composite methods; general optimization problems; optimization method; Benchmark testing; Gravity; Optimization methods; Particle swarm optimization; Sociology; Statistics; Benchmark testing; Heuristic algorithms; Optimization methods; Particle swarm optimization;
Conference_Titel :
Military Technologies (ICMT), 2015 International Conference on
Conference_Location :
Brno
Print_ISBN :
978-8-0723-1976-3
DOI :
10.1109/MILTECHS.2015.7153727