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Songbai Liu's Projects

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

lemo icon lemo

A suvey on learnable evolutionary algorithms for scalable multiobjective optimization

manyobjectiveparticleswarmoptimization icon manyobjectiveparticleswarmoptimization

Many-objective optimization problems (MaOPs) usually contain more than three objectives to be optimized simultaneously, which are extended from multi-objective optimization problems (MOPs). Due to the conflicts often arising in different objectives of MOPs, there exists no single optimal solution, but a set of trade-off solutions termed Pareto-optimal set (PS), and the mapping of PS on the objective space is termed Pareto-optimal front (PF) . During the last decades, evolutionary algorithms have become the popular and effective approach for tackling MOPs and MaOPs.

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