Mathematical foundation, discussion and suggestion on penalty parameter setting of penalty-based boundary intersection method for many-objective optimization problems

Use of Two Penalty Values in Multiobjective Evolutionary Algorithm Based on Decomposition

(2022) Lie Meng Pang et al.   IEEE Transactions on Cybernetics

Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition Based Evolutionary Many-objective Optimization Algorithms

(2020) Lei Chen et al.   EVOLUTIONARY COMPUTATION

An adaptive decomposition evolutionary algorithm based on environmental information for many-objective optimization

(2020) Zhihui Wei et al.   ISA TRANSACTIONS

An adaptive penalty-based boundary intersection method for many-objective optimization problem

(2019) Yutao Qi et al.   INFORMATION SCIENCES

An Adaptive Decomposition-Based Evolutionary Algorithm for Many-Objective Optimization

(2019) Dong Han et al.   INFORMATION SCIENCES

Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties

(2019) Hui Li et al.   Swarm and Evolutionary Computation

A New Decomposition-Based NSGA-II for Many-Objective Optimization

(2018) Maha Elarbi et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A decomposition-based multiobjective evolutionary algorithm with angle-based adaptive penalty

(2018) Junfei Qiao et al.   APPLIED SOFT COMPUTING

A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization

(2017) Yi Xiang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Visualization and Performance Metric in Many-Objective Optimization

(2016) Zhenan He et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Generalization of Pareto-Optimality for Many-Objective Evolutionary Optimization

(2016) Chenwen Zhu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

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

(2016) Yuan Yuan et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm

(2016) Luping Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers

(2016) Yuan Yuan et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Survey of Multiobjective Evolutionary Algorithms based on Decomposition

(2016) Anupam Trivedi et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Improving the multiobjective evolutionary algorithm based on decomposition with new penalty schemes

(2016) Shengxiang Yang et al.   SOFT COMPUTING

An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition

(2015) Ke Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Grid-Based Evolutionary Algorithm for Many-Objective Optimization

(2013) Shengxiang Yang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

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

(2013) Kalyanmoy Deb et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization

(2013) Miqing Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

(2013) Himanshu Jain et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION