A Two-stage Surrogate-Assisted Evolutionary Algorithm (TS-SAEA) for Expensive Multi/Many-objective Optimization

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 46.1K citations

Artificial Intelligence, Population Size, Computational Science +15

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.2K citations

Multiobjective Evolutionary Algorithm, Engineering, Intelligent Optimization +14

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

Kalyanmoy Deb, Himanshu Jain · IEEE Transactions on Evolutionary Computation · 2013 · 6.4K citations

Memetic Algorithm, Emo Algorithm, Engineering +14

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]

Ye Tian, Ran Cheng, Xingyi Zhang et al. · IEEE Computational Intelligence Magazine · 2017 · 2.5K citations

Artificial Intelligence, Engineering, Software Engineering +21

Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy

Joshua Knowles, David Corne · Evolutionary Computation · 2000 · 2.3K citations