The solution x (1) is better than x (2) in at least one objective. A solution x (1) is Pareto-optimal if is nondominated with respect to the search space (or feasible region)( Coello, 2015). Many ...

This paper first provides a comprehensive analysis on the selection strategies in the current evolutionary many-objective optimization algorithms. Afterward, we propose a coordinated selection ...

Abstract: A variety of evolutionary algorithms have been proposed for many-objective optimization in recent years. However, the difficulties in balancing the convergence and diversity of the ...

OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.