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Research Assistant Vacancy @ Tunku Abdul Rahman University College Research Cluster: Project Title: Research Summary: Information and Communication Technology A Biological-inspired Dynamic Inbreeding Depression Reduction Theory for Adaptive Evolutionary Optimization Algorithm In these previous works on Inbreeding Depression Reduction (IDR), we have found that by minimizing the replication of similar, poor performing genes in clones’ gene pool which minimize times spent evaluating poor choices, which in turn improves optimization performance. However, these previous works only focus on static optimization population instead of Differential Evolution (DE) which is dynamically selected population. We hypothesize that evolutionary optimization could perform sub-optimally in such static population. In DE context, portions of population will be randomly selected for fitness function evaluation, hence we proposed to apply IDR in such scenario for selecting the good individuals for the population. Therefore, the term dynamic is referring to randomly selected population portions for the inbreeding depression reduction thus Dynamic Inbreeding Depression Reduction (DIDR) is named for our proposed approach. This project will develop a novel evolutionary optimization framework which can perform with minimum impact in different input data changes scenarios. Start and End Date: Research Location: Monthly Wages : Education Level : Principal Researcher : Email Address : Contact Number : Faculty/Centre : Contact Person : Contact Number : Email Address : Office Location : 01.08.2017-31.07.2019 (2 Years) TAR UC KL Main Campus RM 1,800 Relevant bachelor degree from recognized university Research Inquiry Dr. Tang Tiong Yew [email protected] 019-4195541 Tunku Abdul Rahman University College Application Inquiry Ms. Elizbeth (Assistant Registrar) 03-41450123 Ext.3725 [email protected] Centre for Postgraduate Studies and Research (CPSR), SB Block, East Campus