Balancing convergence and diversity in resource allocation strategy for decomposition-based multi-objective evolutionary algorithm

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

Pixel-Level Discrete Multiobjective Sampling for Image Matting

(2019) Han Huang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

An improved NSGA-III algorithm with adaptive mutation operator for Big Data optimization problems

(2018) Jiao-Hong Yi et al.   Future Generation Computer Systems-The International Journal of eScience

A Two-Phase Multiobjective Sparse Unmixing Approach for Hyperspectral Data

(2018) Xiangming Jiang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Structure Learning for Deep Neural Networks Based on Multiobjective Optimization

(2018) Jia Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

A Collaborative Resource Allocation Strategy for Decomposition-Based Multiobjective Evolutionary Algorithms

(2018) Qi Kang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service

(2018) Zhen Yang et al.   IEEE Transactions on Cybernetics

A multi-objective cellular grey wolf optimizer for hybrid flowshop scheduling problem considering noise pollution

(2018) Chao Lu et al.   APPLIED SOFT COMPUTING

An efficient multi-objective model and algorithm for sizing a stand-alone hybrid renewable energy system

(2017) Rui Wang et al.   ENERGY

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

(2017) Ye Tian et al.   IEEE Computational Intelligence Magazine

Biased Multiobjective Optimization and Decomposition Algorithm

(2017) Hui Li et al.   IEEE Transactions on Cybernetics

A Diversity-Enhanced Resource Allocation Strategy for Decomposition-Based Multiobjective Evolutionary Algorithm

(2017) Qiuzhen Lin et al.   IEEE Transactions on Cybernetics

Are All the Subproblems Equally Important? Resource Allocation in Decomposition-Based Multiobjective Evolutionary Algorithms

(2016) Aimin Zhou 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

An Improved Multiobjective Optimization Evolutionary Algorithm Based on Decomposition for Complex Pareto Fronts

(2016) Shouyong Jiang et al.   IEEE Transactions on Cybernetics

An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization

(2015) Xinye Cai et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Stable Matching-Based Selection in Evolutionary Multiobjective Optimization

(2014) Ke Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Consistencies and Contradictions of Performance Metrics in Multiobjective Optimization

(2014) Siwei Jiang et al.   IEEE Transactions on Cybernetics

MOEA/D with Adaptive Weight Adjustment

(2013) Yutao Qi et al.   EVOLUTIONARY COMPUTATION

Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems

(2013) Hai-Lin Liu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition

(2013) Ke 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

Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II

(2008) Hui Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION