Jing J. Liang

Orcid: 0000-0003-0811-0223

Affiliations:
  • Zhengzhou University, School of Electrical Engineering, China
  • Nanyang Technological University, Singapore (PhD 2009)


According to our database1, Jing J. Liang authored at least 158 papers between 2004 and 2024.

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Bibliography

2024
Collaborative resource allocation-based differential evolution for solving numerical optimization problems.
Inf. Sci., March, 2024

Graph gating-mixer for sequential recommendation.
Expert Syst. Appl., March, 2024

A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems.
Expert Syst. Appl., March, 2024

MSMA-Net: An Infrared Small Target Detection Network by Multiscale Super-Resolution Enhancement and Multilevel Attention Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024

MCDNet: An Infrared Small Target Detection Network Using Multi-Criteria Decision and Adaptive Labeling Strategy.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
Intelligent Reflecting Surface-Assisted Wireless Powered Heterogeneous Networks.
IEEE Trans. Wirel. Commun., December, 2023

A Novel Adaptive Bandit-Based Selection Hyper-Heuristic for Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., December, 2023

Interindividual Correlation and Dimension-Based Dual Learning for Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput., December, 2023

A Knowledge Guided Transfer Strategy for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput., December, 2023

Interactive niching-based two-stage evolutionary algorithm for constrained multiobjective optimization.
Swarm Evol. Comput., December, 2023

A dynamic constrained multiobjective evolutionary algorithm based on decision variable classification.
Swarm Evol. Comput., December, 2023

A bidirectional dynamic grouping multi-objective evolutionary algorithm for feature selection on high-dimensional classification.
Inf. Sci., November, 2023

Analytical Modeling of Slotless Axial Flux Permanent Magnet Motor With Equidirectional Toroidal Winding.
IEEE Trans. Ind. Electron., October, 2023

A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput., October, 2023

Differential Evolution With Duplication Analysis for Feature Selection in Classification.
IEEE Trans. Cybern., October, 2023

An incremental random walk algorithm for sampling continuous fitness landscapes.
Neurocomputing, October, 2023

Evolutionary Multitasking with Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica, October, 2023

ASMEvoNAS: Adaptive segmented multi-objective evolutionary network architecture search.
Appl. Soft Comput., October, 2023

A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

Feature clustering-Assisted feature selection with differential evolution.
Pattern Recognit., August, 2023

Utilizing the Relationship Between Unconstrained and Constrained Pareto Fronts for Constrained Multiobjective Optimization.
IEEE Trans. Cybern., June, 2023

Feature Selection Using Diversity-Based Multi-objective Binary Differential Evolution.
Inf. Sci., May, 2023

A Novel Differential Evolution Algorithm Based on Local Fitness Landscape Information for Optimization Problems.
IEICE Trans. Inf. Syst., May, 2023

Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach.
IEEE Trans. Evol. Comput., April, 2023

A Survey on Evolutionary Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput., April, 2023

An improved Kalman particle swarm optimization for modeling and optimizing of boiler combustion characteristics.
Robotica, April, 2023

Manifold clustering-based prediction for dynamic multiobjective optimization.
Swarm Evol. Comput., March, 2023

DMEF-Net: Lightweight Infrared Dim Small Target Detection Network for Limited Samples.
IEEE Trans. Geosci. Remote. Sens., 2023

Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2023

Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2023

Multiobjective Differential Evolution With Speciation for Constrained Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2023

Multiobjective Differential Evolution for Feature Selection in Classification.
IEEE Trans. Cybern., 2023

Corrigendum to "Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism" [Knowl.-Based Syst. (2022) 109105].
Knowl. Based Syst., 2023

Multi-objective optimization based network control principles for identifying personalized drug targets with cancer.
CoRR, 2023

2022
Dynamic Selection Preference-Assisted Constrained Multiobjective Differential Evolution.
IEEE Trans. Syst. Man Cybern. Syst., 2022

An Evolutionary Multitasking Optimization Framework for Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2022

An aRBF surrogate-assisted neighborhood field optimizer for expensive problems.
Swarm Evol. Comput., 2022

A twofold infill criterion-driven heterogeneous ensemble surrogate-assisted evolutionary algorithm for computationally expensive problems.
Knowl. Based Syst., 2022

Self-adaptive resources allocation-based differential evolution for constrained evolutionary optimization.
Knowl. Based Syst., 2022

Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism.
Knowl. Based Syst., 2022

Regularized discriminative broad learning system for image classification.
Knowl. Based Syst., 2022

Parameter optimisation of sliding window algorithm based on ensemble multi-objective evolutionary computation.
Int. J. Bio Inspired Comput., 2022

Locating multiple roots of nonlinear equation systems via multi-strategy optimization algorithm with sequence quadratic program.
Sci. China Inf. Sci., 2022

Multi-modal optimization to identify personalized biomarkers for disease prediction of individual patients with cancer.
Briefings Bioinform., 2022

A grid-guided particle swarm optimizer for multimodal multi-objective problems.
Appl. Soft Comput., 2022

A landscape-aware particle swarm optimization for parameter identification of photovoltaic models.
Appl. Soft Comput., 2022

Adaptive local landscape feature vector for problem classification and algorithm selection.
Appl. Soft Comput., 2022

A two-archive model based evolutionary algorithm for multimodal multi-objective optimization problems.
Appl. Soft Comput., 2022

Application of an Improved Multimodal Multiobjective Algorithm in Feature Selection.
Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022

A Multimodal Multiobjective Genetic Algorithm for Feature Selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Niching-Assisted Genetic Programming for Finding Multiple High-Quality Classifiers.
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021
Differential evolution using improved crowding distance for multimodal multiobjective optimization.
Swarm Evol. Comput., 2021

Purpose-directed two-phase multiobjective differential evolution for constrained multiobjective optimization.
Swarm Evol. Comput., 2021

A clustering-based differential evolution algorithm for solving multimodal multi-objective optimization problems.
Swarm Evol. Comput., 2021

Performance assessment of sample-specific network control methods for bulk and single-cell biological data analysis.
PLoS Comput. Biol., 2021

Ensemble learning based on fitness Euclidean-distance ratio differential evolution for classification.
Nat. Comput., 2021

Research on the ensemble feature selection algorithm based on multimodal optimisation techniques.
Int. J. Bio Inspired Comput., 2021

An improved brain storm optimisation algorithm for energy-efficient train operation problem.
Int. J. Bio Inspired Comput., 2021

Research on the Fastest Detection Method for Weak Trends under Noise Interference.
Entropy, 2021

Niche-based cooperative co-evolutionary ensemble neural network for classification.
Appl. Soft Comput., 2021

Differential evolution with rankings-based fitness function for constrained optimization problems.
Appl. Soft Comput., 2021

Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification.
Proceedings of the Applications of Evolutionary Computation, 2021

A Grid-dominance based Multi-objective Algorithm for Feature Selection in Classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Evolutionary Ensemble Learning Using Multimodal Multi-objective Optimization Algorithm Based on Grid for Wind Speed Forecasting.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
A novel multiobjective optimization algorithm for sparse signal reconstruction.
Signal Process., 2020

Cooperative co-evolutionary comprehensive learning particle swarm optimizer for formulation design of explosive simulant.
Memetic Comput., 2020

A self-organized speciation based multi-objective particle swarm optimizer for multimodal multi-objective problems.
Appl. Soft Comput., 2020

MMOGA for Solving Multimodal Multiobjective Optimization Problems with Local Pareto Sets.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A cluster based PSO with leader updating mechanism and ring-topology for multimodal multi-objective optimization.
Swarm Evol. Comput., 2019

A novel scalable test problem suite for multimodal multiobjective optimization.
Swarm Evol. Comput., 2019

Multimodal multiobjective optimization with differential evolution.
Swarm Evol. Comput., 2019

Solving dynamic economic emission dispatch problem considering wind power by multi-objective differential evolution with ensemble of selection method.
Nat. Comput., 2019

Multi-objective flow shop scheduling with limited buffers using hybrid self-adaptive differential evolution.
Memetic Comput., 2019

Effective heuristics and metaheuristics to minimize total flowtime for the distributed permutation flowshop problem.
Expert Syst. Appl., 2019

A self-organizing multimodal multi-objective pigeon-inspired optimization algorithm.
Sci. China Inf. Sci., 2019

Two-Stage Decomposition Method Based on Cooperation Coevolution for Feature Selection on High-Dimensional Classification.
IEEE Access, 2019

MOPSO-Based CNN for Keyword Selection on Google Ads.
IEEE Access, 2019

Multimodal Multiobjective Optimization in Feature Selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Modified Particle Swarm Optimization for Parameters Identification of Photovoltaic Models.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Multitasking Multi-Swarm Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

PSO-based CNN for Keyword Selection on Google Ads.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Dynamic Multimodal Optimization: A Preliminary Study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Chromosome Medial Axis Extraction Method Based on Graphic Geometry and Competitive Extreme Learning Machines Teams (CELMT) Classifier for Chromosome Classification.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

Ensemble Learning via Multimodal Multiobjective Differential Evolution and Feature Selection.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

Ensemble Learning Based on Multimodal Multiobjective Optimization.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

A Knee Point Based NSGA-II Multi-objective Evolutionary Algorithm.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

Mutation Strategy Selection Based on Fitness Landscape Analysis: A Preliminary Study.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

Meta-heuristic Hybrid Algorithmic Approach for Solving Combinatorial Optimization Problem (TSP).
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

2018
A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems.
IEEE Trans. Evol. Comput., 2018

Application of Sliding Nest Window Control Chart in Data Stream Anomaly Detection.
Symmetry, 2018

The Application of a Double CUSUM Algorithm in Industrial Data Stream Anomaly Detection.
Symmetry, 2018

A survey on multi-objective evolutionary algorithms for the solution of the environmental/economic dispatch problems.
Swarm Evol. Comput., 2018

A Self-organizing Multi-objective Particle Swarm Optimization Algorithm for Multimodal Multi-objective Problems.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Performance Analysis on Knee Point Selection Methods for Multi-Objective Sparse Optimization Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Multi-objective Brainstorm Optimization Algorithm for Sparse Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Multivariant Optimization Algorithm with Bimodal-Gauss.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Optimization of UWB Antenna Based on Particle Swarm Optimization Algorithm.
Proceedings of the Computational Intelligence and Intelligent Systems, 2017

2016
Novel benchmark functions for continuous multimodal optimization with comparative results.
Swarm Evol. Comput., 2016

Economic emission dispatch problems with stochastic wind power using summation based multi-objective evolutionary algorithm.
Inf. Sci., 2016

Two-hidden-layer extreme learning machine for regression and classification.
Neurocomputing, 2016

An orthogonal-design hybrid particle swarm optimiser with application to capacitated facility location problem.
Int. J. Bio Inspired Comput., 2016

Novel Local Particle Swarm Optimizer for Multi-modal Optimization.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Multimodal multi-objective optimization: A preliminary study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
DMS-PSO Based Tuning of PI Controllers for Frequency Control of a Hybrid Energy System.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

Solving CEC 2015 multi-modal competition problems using neighborhood based speciation Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

A self-adaptive dynamic particle swarm optimizer.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Differential evolution based on fitness Euclidean-distance ratio for multimodal optimization.
Neurocomputing, 2014

Fully Learned Multi-swarm Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

Neural Network Based on Dynamic Multi-swarm Particle Swarm Optimizer for Ultra-Short-Term Load Forecasting.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

Neural Network Based on Self-adaptive Differential Evolution for Ultra-Short-Term Power Load Forecasting.
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014

Memetic differential evolution based on fitness Euclidean-distance ratio.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Multi-objective differential evolution algorithm based on fast sorting and a novel constraints handling technique.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Differential Evolution strategy based on the constraint of fitness values classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Feature Selection based on manifold-learning with dynamic constraint handling differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Large-scale portfolio optimization using multiobjective dynamic mutli-swarm particle swarm optimizer.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

Multi-swarm Particle Swarm Optimization with a Center Learning Strategy.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

Performance evaluation of dynamic multi-swarm particle swarm optimizer with different constraint handling methods on path planning problems.
Proceedings of the 2013 IEEE Workshop on Memetic Computing, 2013

Hybrid Bacterial Foraging Algorithm for Data Clustering.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Object Tracking Based on Extended SURF and Particle Filter.
Proceedings of the Intelligent Computing Theories and Technology, 2013

Research and Analysis on Ionospheric Composition Based on Particle Swarm Optimization.
Proceedings of the Intelligent Computing Theories and Technology, 2013

Using Dynamic Multi-Swarm Particle Swarm Optimizer to Improve the Image Sparse Decomposition Based on Matching Pursuit.
Proceedings of the Intelligent Computing Theories and Technology, 2013

2012
Differential Evolution With Neighborhood Mutation for Multimodal Optimization.
IEEE Trans. Evol. Comput., 2012

Niching particle swarm optimization with local search for multi-modal optimization.
Inf. Sci., 2012

A Hybrid Harmony Search Algorithm for the no-Wait Flow-shop Scheduling Problems.
Asia Pac. J. Oper. Res., 2012

Ensemble of Clearing Differential Evolution for Multi-modal Optimization.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

Real Coded Feature Selection Integrated with Self-adaptive Differential Evolution Algorithm.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

Multiobjective Dynamic Multi-Swarm Particle Swarm Optimization for Environmental/Economic Dispatch Problem.
Proceedings of the Intelligent Computing Technology - 8th International Conference, 2012

Path Planning Based on Dynamic Multi-Swarm Particle Swarm Optimizer with Crossover.
Proceedings of the Intelligent Computing Theories and Applications, 2012

Differential Evolution Based on Fitness Euclidean-Distance Ratio for Multimodal Optimization.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

Control parameters self-adaptation in differential evolution based on intrisic structure information.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Dynamic Multi-Swarm Particle Swarm Optimization for Multi-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Elite Multi-Group Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Strategy Adaptative Memetic Crowding differential evolution for multimodal optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

An improved differential evolution for constrained optimization with dynamic constraint-handling mechanism.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
A local-best harmony search algorithm with dynamic sub-harmony memories for lot-streaming flow shop scheduling problem.
Expert Syst. Appl., 2011

Memetic Fitness Euclidean-Distance Particle Swarm Optimization for Multi-modal Optimization.
Proceedings of the Bio-Inspired Computing and Applications, 2011

2010
A self-adaptive global best harmony search algorithm for continuous optimization problems.
Appl. Math. Comput., 2010

A Hybrid Pareto-Based Tabu Search for Multi-objective Flexible Job Shop Scheduling Problem with E/T Penalty.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

Coevolutionary Comprehensive Learning Particle Swarm Optimizer.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Differential evolution with dynamic constraint-handling mechanism.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Tabu search algorithm for solving No-idle permutation Flow Shop Scheduling Problem.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

An improved harmony search algorithm for multi-dimensional function optimization problem.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

A Dynamic Multi-swarm Particle Swarm Optimizer for blocking flow shop scheduling.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

A Hybrid Discrete Harmony Search Algorithm for blocking flow shop Scheduling.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

2009
Improved 2D Maximum Entropy Threshold Segmentation Method based on PSO.
Proceedings of the IJCCI 2009, 2009

2008
Dynamic multi-swarm particle swarm optimizer with local search for Large Scale Global Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2006
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions.
IEEE Trans. Evol. Comput., 2006

Performance Evaluation of Multiagent Genetic Algorithm.
Nat. Comput., 2006

Comprehensive learning particle swarm optimizer for solving multiobjective optimization problems.
Int. J. Intell. Syst., 2006

Adaptive Comprehensive Learning Particle Swarm Optimizer with History Learning.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

Dynamic Multi-Swarm Particle Swarm Optimizer with a Novel Constraint-Handling Mechanism.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Novel composition test functions for numerical global optimization.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

Dynamic multi-swarm particle swarm optimizer.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

Dynamic multi-swarm particle swarm optimizer with local search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
A new generalized LVQ algorithm via harmonic to minimum distance measure transition.
Proceedings of the IEEE International Conference on Systems, 2004

Particle swarm optimization algorithms with novel learning strategies.
Proceedings of the IEEE International Conference on Systems, 2004

Evaluation of Comprehensive Learning Particle Swarm Optimizer.
Proceedings of the Neural Information Processing, 11th International Conference, 2004


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