A pigeon-inspired optimization algorithm for many-objective optimization problems

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

HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization

Johannes Bader, Eckart Zitzler · Evolutionary Computation · 2010 · 2.1K citations

Computing, Computer Science, Algorithms +15

A Grid-Based Evolutionary Algorithm for Many-Objective Optimization

Shengxiang Yang, Miqing Li, Xiaohui Liu et al. · IEEE Transactions on Evolutionary Computation · 2013 · 900 citations

Natural Sciences, Mathematics, Design Optimization +14

A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization

Xingyi Zhang, Ye Tian, Yaochu Jin · IEEE Transactions on Evolutionary Computation · 2014 · 863 citations

Natural Sciences, Mathematics, Algorithms +16