Browsing Department of Computer Engineering by Subject "Evolutionary Algorithms"

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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 ...
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) ...