- Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
- Vol: 25 Issue: 2
- A Novel Hybrid Algorithm: Sine Cosine Harmony Search Algorithm for Global Optimization
A Novel Hybrid Algorithm: Sine Cosine Harmony Search Algorithm for Global Optimization
Authors : Bahadur ALIZADA
Pages : 513-529
Doi:10.16984/saufenbilder.770367
View : 10 | Download : 3
Publication Date : 2021-04-15
Article Type : Other
Abstract :The study is about the new hybrid optimization algorithm called Sine Cosine Harmony Search (SCHS). SCHS was created by combining the features of Sine Cosine Algorithm (SCA) and Harmony Search (HS) meta-heuristic algorithms. In the research, the stage of creating the model was confirmed by experiments. For this, it has been tested using global optimization techniques. Benchmark Functions (BF) with different parametric properties were used for testing time. For performance measurement, comparisons were made with various optimization algorithms. The improvement of SCHS on the basis of exploitation and exploration shows that the algorithm is competitive.Keywords : Sine Cosine Algorithm., Harmony Search., Benchmark Functions, Meta-heuristic algorithms