郑州大学计算智能实验室
Computational Intelligence Laboratory
Multiobjective Opt
Constrained Multiobjective Optimization Problem
An Improved Epsilon Constraint-handling Method in MOEA/D for CMOPs with Large Infeasible Regions （paper）（code）
Difficulty Adjustable and Scalable Constrained Multi-objective Test Problem Toolkit（paper&code）
Evolutionary constrained multiobjective optimization: Test suite construction and performance comparisons（code）
CEC 2021（GECCO21）Special Session / Competition on Real-World Multiobjective (Constrained) Optimization（code）
Multi-Objective Test Suites
Evolutionary multi-objective optimization platform（link）
A Review of Features and Limitations of Existing Scalable Multi-Objective Test Suites（link）（link1）
CEC 2007 Special Session/Competition on Performance Assessment of real-parameter MOEAs（code）
CEC 2009 Special Session/Competition on Performance Assessment of real-parameter MOEAs（code）
SWEVO 2018 Special issue on Benchmarking Multi- and Many-Objective Optimization Algorithms（code）
Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II（link）（code）
Scalable multi-objective optimization test problems（paper）
A variant of evolution strategies for vector optimization（paper）
A multi-sexual genetic algorithm for multiobjective optimization（paper）
Evolutionary multi-objective optimization in uncertain environments（paper）
An overview of evolutionary algorithms in multiobjective optimization（paper）
Multi-objective test problems, linkages, and evolutionary methodologies（paper）
Some experiments in machine learning using vector evaluated genetic algorithms（paper）
Evolutionary algorithms for multiobjective optimization: Methods and applications（paper）
Multiobjective genetic algorithms made easy: selection sharing and mating restriction（paper）
Multi-objective genetic algorithms: Problem difficulties and construction of test problems（paper）
Problem definitions for performance assessment of multi-objective optimization algorithms（paper）
Multiobjective optimization test instances for the CEC 2009 special session and competition（paper）
Dynamic Multi-objective Optimization
The construction of dynamic multi-objective optimization test functions（paper）
Wagner T. Evolutionary optimization of dynamic multiobjective functions（paper）
Dynamic multiobjective optimization problems: Test cases, approximation, and applications（paper）
Archive management for dynamic multi-objective optimization problems using vector evaluated particle swarm optimization（paper）
Benchmark with Different Pareto Front Shape
Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods （paper）（code）
Diversity assessment of multi-objective evolutionary algorithms: Performance metric and benchmark problems（link）
Many-objective Optimization
A benchmark test suite for evolutionary many-objective optimization（link）