Multi-objective genetic algorithm embedded with reinforcement learning for petrochemical melt-flow-index production scheduling

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

Natural Sciences, Evolutionary Biology, Algorithms +10

A density-based algorithm for discovering clusters in large spatial Databases with Noise

Martin Ester, Hans‐Peter Kriegel, Jörg Sander et al. · 1996 · 19.1K citations

Computing, Computer Science, Geoinformatics +14

Performance assessment of multiobjective optimizers: an analysis and review

Eckart Zitzler, Lothar Thiele, Marco Laumanns et al. · IEEE Transactions on Evolutionary Computation · 2003 · 4.2K citations

Computing, Computer Science, Algorithms +10

Benchmarks for basic scheduling problems

Éric D. Taillard · European Journal of Operational Research · 1993 · 2.4K citations

Computing, Computer Science, Algorithms +11

Markov Decision Processes: Discrete Stochastic Dynamic Programming

Laurence A. Baxter, Martin L. Puterman · Technometrics · 1995 · 1.9K citations

Engineering, Decision Sciences, Mathematics +13