A many-objective evolutionary algorithm based on reference vector guided selection and two diversity and convergence enhancement strategies

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.6K citations

Natural Sciences, Computer Science, Algorithms +16

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 · 6.8K citations

Natural Sciences, Computer Science, Algorithms +15

Simulated Binary Crossover for Continuous Search Space.

Kalyanmoy Deb, Ram Bhushan Agrawal · Complex Systems · 1995 · 3K citations

Natural Sciences, Computer Science, Algorithms +10

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

Ye Tian, Ran Cheng, Xingyi Zhang et al. · IEEE Computational Intelligence Magazine · 2017 · 2.6K citations

Computing, Computer Science, Algorithms +16

Normal-Boundary Intersection: A New Method for Generating the Pareto Surface in Nonlinear Multicriteria Optimization Problems

Indraneel Das, J. E. Dennis · SIAM Journal on Optimization · 1998 · 2.6K citations

Natural Sciences, Computer Science, Algorithms +15