Browsing by Author "Turgut, Mert Sinan"
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Artificial intelligence approaches to estimate the transport energy demand in Turkey
Turgut, Mert Sinan; Eliiyi, Uğur; Turgut, Oğuz Emrah; Öner, Erdinç; Eliiyi, Deniz Türsel (Springer Heidelberg, 2021)In this study, eight parameters are selected and their historical data are collected to predict the future of the energy demand of Turkey. The initial eight parameters were the gross domestic product (GDP) of Turkey, average ... -
Differential evolution based global best algorithm: an efficient optimizer for solving constrained and unconstrained optimization problems
Turgut, Mert Sinan; Turgut, Oğuz Emrah (Springer International Publishing Ag, 2020)This study proposes an optimization method called Global Best Algorithm for successful solution of constrained and unconstrained optimization problems. This propounded method uses the manipulation equations of Differential ... -
Eagle strategy based on modified barnacles mating optimization and differential evolution algorithms for solving transient heat conduction problems
Turgut, Mert Sinan; Turgut, Oğuz Emrah (Ismail Saritas, 2021)Solving time-dependent heat conduction problems through a conventional solution procedure of iterative root-finding method may sometimes cause difficulties in obtaining accurate temperature distribution across the heat ... -
Global best-guided oppositional algorithm for solving multidimensional optimization problems
Turgut, Mert Sinan; Turgut, Oğuz Emrah (Springer, 2020)This paper presents an alternative optimization algorithm to the literature optimizers by introducing global best-guided oppositional-based learning method. The procedure at hand uses the active and recent manipulation ... -
Island-based Crow Search Algorithm for solving optimal control problems
Turgut, Mert Sinan; Turgut, Oğuz Emrah; Eliiyi, Deniz Türsel (Elsevier, 2020)Crow Search Algorithm (CROW) is one of the members of recently developed swarm-based meta-heuristic algorithms. Literature includes different applications of this algorithm on engineering design problems. However, this ... -
A novel Master-Slave optimization algorithm for generating an optimal release policy in case of reservoir operation
Turgut, Mert Sinan; Turgut, Oğuz Emrah; Afan, Haitham Abdulmohsin; El-Shafie, Ahmed (Elsevier, 2019)Dams and reservoirs provide decision-makers and managers with appropriate control on the available water resources, allowing the implementation of various strategies for the most efficient usage of the available water ... -
An oppositional Salp Swarm: Jaya algorithm for thermal design optimization of an Organic Rankine Cycle
Turgut, Mert Sinan; Turgut, Oğuz Emrah (Springer International Publishing Ag, 2021)This study proposes a hybrid metaheuristic algorithm to tackle both single and multi objective optimization problems that are subjected to hard constraints.Twenty-four single objective optimization benchmark problems ... -
Whale optimization and sine-cosine optimization algorithms with cellular topology for parameter identification of chaotic systems and Schottky barrier diode models
Turgut, Mert Sinan; Şağban, Hüseyin Muzaffer; Turgut, Oğuz Emrah; Özmen, Özge Tüzün (Springer, 2021)This research study aims to enhance the optimization accuracy of the two recently emerged metaheuristics of whale and sine-cosine optimizers by means of the balanced improvements in intensification and diversification ...
