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Check out my latest article out now in Swarm and Evolutionary Computation. A “comparison relationship surrogate” model is shown to improve the efficiency of a multi-objective genetic optimizer. The new algorithm (CRSEA) was measured to outperform many contemporary surrogate assisted optimizers on a wide variety of biobjective, medium scale problems. Find it on the journal’s website or see its preprint available on Arxiv.