Browsing Theses (Master's and Ph.D) – Computer Engineering by Subject "Multi-objective optimization"

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Adaptive Differential Evolution Algorithm for Single and Multi-Objective Numerical Optimization

Alaraj, Abdallah Ahmad (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2019-09)

“DE/current-to-pbest” is a new and increasingly common mutation strategy that involves an additional external archive and adaptively updates the control. This thesis introduces a novel algorithm known as JADE. The ...
Bee Colony Optimization for Single and Multi-Objective Numerical Optimization

Elhalawany, Khaled Saady Ahmed (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2019)

One common feature of natural systems is the ability for the dynamic interaction between the most basic individual organisms to produce systems capable of performing complex tasks. This thesis introduces a novel population ...