Browsing by Subject "Differential Evolution"

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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 ...
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 ...

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