Research on a surrogate model updating-based efficient multi-objective optimization framework for supertall buildings

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

Computing, Computer Science, Data Science +12

Design and Analysis of Computer Experiments

Jerome Sacks, William J. Welch, Toby J. Mitchell et al. · Statistical Science · 1989 · 7K citations · Full text

Computing, Computer Engineering, Computer Science +12

Surrogate-assisted evolutionary computation: Recent advances and future challenges

Yaochu Jin · Swarm and Evolutionary Computation · 2011 · 1.4K citations

Architecture, Computational Engineering, Optimization +13

A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization

Yuan Yuan, Hua Xu, Bo Wang et al. · IEEE Transactions on Evolutionary Computation · 2015 · 758 citations · Full text

Natural Sciences, Mathematics, Design Optimization +14