Shi Cheng

Hui Lu

Xiujuan Lei

Proceedings of the Advances in Swarm Intelligence, 2024

2023

Automatic design of machine learning via evolutionary computation: A survey.

[BibT_eX]

[DOI]

Appl. Soft Comput., August, 2023

Brain storm optimization algorithm for solving knowledge spillover problems.

[BibT_eX]

[DOI]

Neural Comput. Appl., June, 2023

A Survey on Automated Design of Metaheuristic Algorithms.

[BibT_eX]

[DOI]

CoRR, 2023

Modified Brain Storm Optimization Algorithm for Solving Multimodal Multiobjective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023

2022

Angle-Based Multi-Objective Evolutionary Algorithm Based On Pruning-Power Indicator for Game Map Generation.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

One-to-one ensemble mechanism for decomposition-based multi-Objective optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2022

Alternate search pattern-based brain storm optimization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

A multi-robot cooperative exploration algorithm considering working efficiency and working load.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Quantum-Behaved Simple Brain Storm Optimization with Simplex Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 13th International Conference, 2022

A Memetic Algorithm Based on Adaptive Simulated Annealing for Community Detection.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science IV - 5th IFIP TC 12 International Conference, 2022

Personalized Recommendation Using Extreme Individual Guided and Adaptive Strategies.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science IV - 5th IFIP TC 12 International Conference, 2022

Knowledge Learning-Based Brain Storm Optimization Algorithm for Multimodal Optimization.

[BibT_eX]

[DOI]

Xueping Wang

Yue Liu

Proceedings of the Data Mining and Big Data - 7th International Conference, 2022

2021

Enhancing Learning Efficiency of Brain Storm Optimization via Orthogonal Learning Design.

[BibT_eX]

[DOI]

Lianbo Ma

IEEE Trans. Syst. Man Cybern. Syst., 2021

PCA-assisted reproduction for continuous multi-objective optimization with complicated Pareto optimal set.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2021

Bilevel-search particle swarm optimization for computationally expensive optimization problems.

[BibT_eX]

[DOI]

Soft Comput., 2021

Adaptive CCR-ELM with variable-length brain storm optimization algorithm for class-imbalance learning.

[BibT_eX]

[DOI]

Nat. Comput., 2021

An adaptive niching method based on multi-strategy fusion for multimodal optimization.

[BibT_eX]

[DOI]

Memetic Comput., 2021

Multi-Robot Indoor Environment Map Building Based on Multi-Stage Optimization Method.

[BibT_eX]

[DOI]

Complex Syst. Model. Simul., 2021

Evolutionary computation for solving search-based data analytics problems.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2021

Adaptive Methods of Differential Evolution Multi-objective Optimization Algorithm Based on Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Neural Computing for Advanced Applications, 2021

Population Learning Based Memetic Algorithm for Community Detection in Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Big Data - 6th International Conference, 2021

A Node Influence Based Memetic Algorithm for Community Detection in Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Computing: Theories and Applications, 2021

2020

Grid-based dynamic robust multi-objective brain storm optimization algorithm.

[BibT_eX]

[DOI]

Soft Comput., 2020

Artificial bee colony algorithm: A component-wise analysis using diversity measurement.

[BibT_eX]

[DOI]

Rashid Naseem

J. King Saud Univ. Comput. Inf. Sci., 2020

A novel many-objective evolutionary algorithm based on transfer matrix with Kriging model.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Adaptive online data-driven closed-loop parameter control strategy for swarm intelligence algorithm.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Identification of Pathway-Specific Protein Domain by Incorporating Hyperparameter Optimization Based on 2D Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Access, 2020

Swarm Intelligence in Data Science: Applications, Opportunities and Challenges.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

BSO-CLS: Brain Storm Optimization Algorithm with Cooperative Learning Strategy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Multi-objective Combinatorial Generative Adversarial Optimization and Its Application in Crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

BSO-AL: Brain Storm Optimization Algorithm with Adaptive Learning Strategy.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

On the exploration and exploitation in popular swarm-based metaheuristic algorithms.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

Cost-sensitive feature selection using two-archive multi-objective artificial bee colony algorithm.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

Generalized pigeon-inspired optimization algorithms.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2019

Worker assignment with learning-forgetting effect in cellular manufacturing system using adaptive memetic differential search algorithm.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2019

Multi-center variable-scale search algorithm for combinatorial optimization problems with the multimodal property.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

Metaheuristic research: a comprehensive survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2019

Building Energy Performance Optimization: A New Multi-objective Particle Swarm Method.

[BibT_eX]

[DOI]

Yong Zhang

Li-juan Yuan

Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental Design.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

An Adaptive Online Parameter Control Algorithm for Particle Swarm Optimization Based on Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Dynamic Multimodal Optimization: A Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

PDG-PIO: Predicting Disease-genes Based on Pigeon-inspired Optimization.

[BibT_eX]

[DOI]

Yuchen Zhang

Xiujuan Lei

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Brain Storm Optimization for Test Task Scheduling Problem.

[BibT_eX]

[DOI]

Proceedings of the Brain Storm Optimization Algorithms: Concepts, 2019

A Feature Extraction Method Based on BSO Algorithm for Flight Data.

[BibT_eX]

[DOI]

Proceedings of the Brain Storm Optimization Algorithms: Concepts, 2019

Brain Storm Optimization Algorithms: More Questions than Answers.

[BibT_eX]

[DOI]

Proceedings of the Brain Storm Optimization Algorithms: Concepts, 2019

2018

CBSO: a memetic brain storm optimization with chaotic local search.

[BibT_eX]

[DOI]

Memetic Comput., 2018

Thematic issue on "Brain Storm Optimization Algorithms".

[BibT_eX]

[DOI]

Memetic Comput., 2018

Topology potential based seed-growth method to identify protein complexes on dynamic PPI data.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Population diversity of particle swarm optimisation algorithms for solving multimodal optimisation problems.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Eng., 2018

Locating Multiple Optima via Brain Storm Optimization Algorithms.

[BibT_eX]

[DOI]

IEEE Access, 2018

Simplex Search-Based Brain Storm Optimization.

[BibT_eX]

[DOI]

IEEE Access, 2018

Multi-indicator Bacterial Foraging Algorithm with Kriging Model for Many-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Exploration and Exploitation Measurement in Swarm-Based Metaheuristic Algorithms: An Empirical Analysis.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances on Soft Computing and Data Mining, 2018

Improving estimation of distribution algorithms with heavy-tailed student's t distributions.

[BibT_eX]

[DOI]

Bin Liu

Proceedings of the Tenth International Conference on Advanced Computational Intelligence, 2018

Dynamic Multimodal Optimization Using Brain Storm Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Bio-inspired Computing: Theories and Applications, 2018

2017

An improved extremal optimization based on the distribution knowledge of candidate solutions.

[BibT_eX]

[DOI]

Nat. Comput., 2017

Cooperative two-engine multi-objective bee foraging algorithm with reinforcement learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Solving non-convex/non-smooth economic load dispatch problems via an enhanced particle swarm optimization.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

An Improved Monarch Butterfly Optimization with Equal Partition and F/T Mutation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

Comparative Analysis of Swarm-Based Metaheuristic Algorithms on Benchmark Functions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

A High-Dimensional Particle Swarm Optimization Based on Similarity Measurement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

Normalized Ranking Based Particle Swarm Optimizer for Many Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

A Simple Brain Storm Optimization Algorithm via Visualizing Confidence Intervals.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

An improved Brain Storm Optimization algorithm based on graph theory.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A comprehensive survey of brain storm optimization algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Cloud Service Resource Allocation with Particle Swarm Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Bio-inspired Computing: Theories and Applications, 2017

2016

Particle Swarm Optimization With Interswarm Interactive Learning Strategy.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Big data analytics with swarm intelligence.

[BibT_eX]

[DOI]

Qingyu Zhang

Ind. Manag. Data Syst., 2016

Student's t Distribution based Estimation of Distribution Algorithms for Derivative-free Global Optimization.

[BibT_eX]

[DOI]

Bin Liu

CoRR, 2016

Brain storm optimization algorithm: a review.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2016

A Discrete Monarch Butterfly Optimization for Chinese TSP Problem.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Particle Filter Optimization: A Brief Introduction.

[BibT_eX]

[DOI]

Bin Liu

Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Brain Storm Optimization in Objective Space Algorithm for Multimodal Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Brain Storm Optimization with Agglomerative Hierarchical Clustering Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Evolutionary Computation and Big Data: Key Challenges and Future Directions.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Big Data, First International Conference, 2016

2015

Hybrid Metaheuristic Algorithms: Past, Present, and Future.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Swarm Intelligence and Evolutionary Computation, 2015

Analytics on Fireworks Algorithm Solving Problems with Shifts in the Decision Space and Objective Space.

[BibT_eX]

[DOI]

Int. J. Swarm Intell. Res., 2015

Multiple strategies based orthogonal design particle swarm optimizer for numerical optimization.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2015

Biomimicry of parasitic behavior in a coevolutionary particle swarm optimization algorithm for global optimization.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Enhanced Brain Storm Optimization Algorithm for Wireless Sensor Networks Deployment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm and Computational Intelligence, 2015

Multimodal optimization using particle swarm optimization algorithms: CEC 2015 competition on single objective multi-niche optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Population Diversity Maintenance In Brain Storm Optimization Algorithm.

[BibT_eX]

[DOI]

J. Artif. Intell. Soft Comput. Res., 2014

A Novel Hybrid Algorithm for Mean-CVaR Portfolio Selection with Real-World Constraints.

[BibT_eX]

[DOI]

Li Li

Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

A combinatorial algorithm for the cardinality constrained portfolio optimization problem.

[BibT_eX]

[DOI]

Tianxiang Cui

Ruibin Bai

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Maintaining population diversity in brain storm optimization algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Contour Gradient Optimization.

[BibT_eX]

[DOI]

Int. J. Swarm Intell. Res., 2013

A Study of Normalized Population Diversity in Particle Swarm Optimization.

[BibT_eX]

[DOI]

Int. J. Swarm Intell. Res., 2013

Particle swarm optimization based nearest neighbor algorithm on Chinese text categorization.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

Solution clustering analysis in brain storm optimization algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

One Parameter Differential Evolution (OPDE) for Numerical Benchmark Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

Particle Swarm Optimization in Regression Analysis: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

Swarm Intelligence in Big Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

2012

Population Diversity of Particle Swarm Optimizer Solving Single and Multi-Objective Problems.

[BibT_eX]

[DOI]

Int. J. Swarm Intell. Res., 2012

Brain Storm Optimization Algorithm with Modified Step-Size and Individual Generation.

[BibT_eX]

[DOI]

Dadian Zhou

Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

Brain Storm Optimization Algorithm for Multi-objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

Exponential Inertia Weight for Particle Swarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

On the Performance Metrics of Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

Incremental attribute based particle swarm optimization.

[BibT_eX]

[DOI]

Wei Bai

Emmanuel M. Tadjouddine

Sheng-Uei Guan

Proceedings of the Eighth International Conference on Natural Computation, 2012

Population diversity based study on search information propagation in particle swarm optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Particle swarm optimization based semi-supervised learning on Chinese text categorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Dynamical exploitation space reduction in particle swarm optimization for solving large scale problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Experimental Study on Boundary Constraints Handling in Particle Swarm Optimization: From Population Diversity Perspective.

[BibT_eX]

[DOI]

Int. J. Swarm Intell. Res., 2011

Diversity control in particle swarm optimization.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011

Normalized Population Diversity in Particle Swarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

Promoting Diversity in Particle Swarm Optimization to Solve Multimodal Problems.

[BibT_eX]

[DOI]