Tent Map based Optimization Method
Journal Title: Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji - Year 2018, Vol 6, Issue 4
Abstract
In the real life, some problems cannot be solved using mathematical methods. Meta-heuristic optimization methods are usually used to solve these problems. One of the solutions used to increase the performance of meta-heuristic optimization methods is the use of chaotic maps. Chaos is a phenomenon of nonlinear methods. In this article, a new chaotic optimization method is proposed by using a tent map which is one of the frequently used chaotic maps. The proposed method is a particle-based method, which consists of random particle creation, best-fit calculation, particle update, and best-value update. The tent map is used during the particle update phase. In order to test the performance of the proposed method, 12 numerical comparison functions, which are frequently used in the literature, were used and the results obtained were compared with previously proposed and widely used optimization methods in the literature. Experimental results and comparisons show that the proposed method is a successful optimization method.
Authors and Affiliations
Türker TUNCER
Keywords
Related Articles
- EP ID EP491262
- DOI 10.29109/gujsc.402410
- Views 88
- Downloads 0
Use of Polyaniline/Alginate Composite Material in the Adsorption of Acid Violet 90 Dye:Kinetics and Isotherm Evaluation
In this study, Polyaniline/Alginate (PANI/SA) material was used to adsorption of Acid Violet 90 (AV 90) dye. The characterization of PANI/SA was analyzed by Fourier transform infrared spectroscopy (FTIR). The effect of p...
Reliability Prediction Of Highly Safe Mechanical Systems Using Response Surface Assisted Tail Modeling
Tail modeling method is a popular method for predicting reliability of highly safe mechanical systems. In classical tail modeling, only the limit-state values that belong to the tail part are used in tail model fitting,...
Combustion, Performance and Emission Characteristics of Waste Olive Oil Biodiesel in a Direct Injection Diesel Engine
In this study, a single cylinder, direct injection diesel engine was run with biodiesel from waste olive oil and the effects of diesel-biodiesel fuel blends on combustion, engine performance and exhaust emissions were in...
Joining of Dissimilar Metal Pairs by Mechanical Locking Method
The materials are assembled using assembly and disassembly methods. However, when the joining of dissimilar material types comes into question, it is difficult and problematic to use many joining methods. For this reason...
Effect of Nanoparticles on Carbon Fiber/Epoxy Nanocomposite Laminates Fiber, Matris and Void Volume Fraction
In this paper, the effect of nanoparticles with different fractions on fiber, matrix and void volume fraction was investigated. Vacuum assisted resin transfer molding (VARTM) method was used to manufacture the carbon fib...