Abstract: This paper proposes a multiobjective many-tasking evolutionary algorithm with enhanced search direction-based knowledge transfer (MMaTEA-ESD). Specifically, the search directions for all ...
Abstract: Evolutionary multi-task optimization is an emerging research topic in the field of evolutionary computation. It aims to achieve simultaneous optimization of different tasks by dynamically ...