Seyahat satışı sorununun çözümü için değiştirilmiş toptan optimizasyon algoritmasının kullanılması
2022
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Advisor: Prof. Dr. Mesut Çevik
Abstract (EN)
In e study the most well-known issues related optical fibre network, which are still viewed as a challenge for various networks. Depending on current optimization techniques, the Travel Sellers (TSP) problem is one of the oldest approaches to solving this kind of problem.Best andefficient approachto solve animal-based TSPproblem is by using modified algorithms. It was created for the difficulty of the travelling salesman. The programme used a set of traditional datasets with a 51 to 150 range. Theresults showthat the hybrid algorithm (WOA+NN) outperformsAS(Ant system), WOA,GA,andSA for50%of all datasets.Ant System(AS)is the second most effective algorithm when compared to meta-inference techniques for 40% of all data sets. A better number, worse number, mean, standard deviation, and mean CPU time solutions are also shown in the full analysis with regard to meta-inference. The whale Improvement Algorithm (WOA) has a performance rate of over 50% in discovering the best solutions, according to metrics. The Ant System (AS) outperforms all optimal solutions by 40%. Finally, compared to previous algorithms for medium-sized data sets, the Whale Improvement Algorithm (WOA) solves the discrete problemin aReasonable amount of time.The study concentrates on TSPLIB-type issues with the WhaleImprovement Algorithm (WOA) and Genetic Algorithm(GA).
Author
Dr. Alı Abdullah Saleh Saleh
Institution

Altınbaş University
Elektrik ve Bilgisayar Mühendisliği Bilim Dalı
How to Cite
Alı Abdullah Saleh Saleh (Master Thesis). Seyahat satışı sorununun çözümü için değiştirilmiş toptan optimizasyon algoritmasının kullanılması, 2022, Altınbaş University.
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