Title Evaluation of efficiency of random search optimization algorithms /
Translation of Title Atsitiktinės paieškos optimizavimo algoritmų efektyvumo vertinimas.
Authors Tamulevičius, Modestas
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Pages 24
Keywords [eng] genetic algorithm, multistart algorithm, optimization, application, GUI, GA, Cumulative Density of the Best Point Found, CDFR, seaborn, pandas, tkinter, application, executable file, analysis, experiments, iterations
Abstract [eng] An application is created for quick and no coding knowledge required analysis of optimization problems. Applications building process and data formatting is explained. An overview of two advanced statistical features are explained and involved. Some evolutionary algorithms are compared to showcase applications capabilities and features.
Dissertation Institution Vilniaus universitetas.
Type Master thesis
Language English
Publication date 2022