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Browsing 02 Faculty of Engineering by Author "Ünveren, Ahmet"

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Bacteria Foraging Optimization with Genetic Operators for QAP and mQAP

Parvandeh, Saeid (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2013-07)
Concentric Tabu Search Algorithm for Solving Traveling Salesman Problem

Ali, Zeravan Arif (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2016-01)

In this research one of the local search algorithms called the Concentric tabu search (CTS) is used to solve the traveling salesman problem (TSP). One of the well known NP-hard problems in combinatorial optimization is the ...
Hybrid DE Algorithm for the Solution of Bound Constrained Single-Objective Computationally Expensive Numerical Optimization Problems

Holoubi, Mariam Abdulmoti (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2018)

The Differential Evolution Algorithm is widely used for the purpose of optimization in many fields. This dissertation proposes a Hybrid Differential Evolution Algorithm and examines its feasibility based on the results of ...
Hybridized Probability Collectives: A Multi-Agent Approach for Global Optimization

Xu, Zixiang (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2016-10)

Probability Collectives (PC) employ multiple agents to distribute sampling moves through using probability distributions over a solution space. This multi-agent systems (MAS) affords the advantage of parallel and distributed ...
Hybrid PSO Algorithm for the Solution of Learningbased Real-Parameter Single Objective Optimization Problems

Holoubi, Batoul Abdulmoti (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2018)

During the past 20 years, the community of science have become more interested in Evolutionary Algorithms which have been used in many applications. This thesis proposes hybridized Particle Swarm Optimization (PSO) ...
Medical Record Classification: A Modified Genetic Algorithm for Feature Selection

Jillahi, Kamal Bakari (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2016)

Medical record classification is the process of categorizing a patient’s record as either having or not having a medical condition based on some given information (features) about the patient. Not all available features ...
Multi-Objective Differential Evolution with Multi-Noisy Random Vectors (mnv-MODE) for the Solution of Many-Objective Optimization Problems

Bayazid, Mohamed Abdulqader (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2019)

The ubiquity of multi-objective optimization problems (MOOPs) in real life attracted the attention of many scientists during the last two decades and motivated them to do a large amount of research in multi-objective ...
Novel Strategies for Single and Multi-Objective Imperialistic Competitive Algorithm

Sherinov, Zhavat (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2018)

ABSTRACT: In this thesis, two different algorithms for solving global optimization problems were developed. The first is imperialistic competitive algorithm with updated assimilation (ICAMA), which is used for solving ...
A two-stage memory powered Great Deluge algorithm for global optimization

Acan, Adnan; Ünveren, Ahmet (Springer Berlin Heidelberg, 2014)

A two-stage memory architecture and search operators exploiting the accumulated experience in memory are maintained within the framework of a Great DeLuge algorithm for real-valued global optimization. The level-based ...