Xiaodong Li
Orcid: 0000-0003-0346-1526Affiliations:
- RMIT University, Evolutionary Computation and Machine Learning Research Group, Melbourne, VIC, Australia
- University of Otago, Dunedin, New Zealand (PhD)
According to our database1,
Xiaodong Li
authored at least 226 papers
between 1998 and 2024.
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Bibliography
2024
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes.
CoRR, 2024
2023
Multiobjectivization of Single-Objective Optimization in Evolutionary Computation: A Survey.
IEEE Trans. Cybern., June, 2023
Ranking constraint relaxations for mixed integer programs using a machine learning approach.
EURO J. Comput. Optim., January, 2023
Eur. J. Oper. Res., 2023
Eng. Appl. Artif. Intell., 2023
From Programming Bugs to Multimillion-Dollar Scams: An Analysis of Trapdoor Tokens on Decentralized Exchanges.
CoRR, 2023
Improving Robustness and Accuracy of Ponzi Scheme Detection on Ethereum Using Time-Dependent Features.
CoRR, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Rug-pull malicious token detection on blockchain using supervised learning with feature engineering.
Proceedings of the 2023 Australasian Computer Science Week, 2023
2022
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part II.
IEEE Trans. Evol. Comput., 2022
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part I.
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Cybern., 2022
Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty.
Swarm Evol. Comput., 2022
J. Comb. Optim., 2022
A hybrid multiobjective GRASP for a multi-row facility layout problem with extra clearances.
Int. J. Prod. Res., 2022
CoRR, 2022
Adaptive Population-based Simulated Annealing for Uncertain Resource Constrained Job Scheduling.
CoRR, 2022
Comput. Oper. Res., 2022
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2022
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the Metaheuristics for Finding Multiple Solutions, 2021
Finding Representative Solutions in Multimodal Optimization for Enhanced Decision-Making.
Proceedings of the Metaheuristics for Finding Multiple Solutions, 2021
A tri-objective preference-based uniform weight design method using Delaunay triangulation.
Soft Comput., 2021
Using Statistical Measures and Machine Learning for Graph Reduction to Solve Maximum Weight Clique Problems.
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Generalization of machine learning for problem reduction: a case study on travelling salesman problems.
OR Spectr., 2021
Solving the maximum edge disjoint path problem using a modified Lagrangian particle swarm optimisation hybrid.
Eur. J. Oper. Res., 2021
Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark.
CoRR, 2021
Improving Evolutionary Multitasking Optimization by Leveraging Inter-Task Gene Similarity and Mirror Transformation.
IEEE Comput. Intell. Mag., 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
ACM Trans. Comput. Hum. Interact., 2020
A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2020
A genetic algorithm with local search for solving single-source single-sink nonlinear non-convex minimum cost flow problems.
Soft Comput., 2020
An adaptive penalty-based boundary intersection method for many-objective optimization problem.
Inf. Sci., 2020
Probabilistic tree-based representation for solving minimum cost integer flow problems with nonlinear non-convex cost functions.
Appl. Soft Comput., 2020
Automatic decomposition of mixed integer programs for lagrangian relaxation using a multiobjective approach.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Non-deterministic journey planning in multi-modal transportation networks: a meta-heuristic approach.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Swarm Evol. Comput., 2019
Swarm Evol. Comput., 2019
Iterated feature selection algorithms with layered recurrent neural network for software fault prediction.
Expert Syst. Appl., 2019
Bandit-based cooperative coevolution for tackling contribution imbalance in large-scale optimization problems.
Appl. Soft Comput., 2019
An improved merge search algorithm for the constrained pit problem in open-pit mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
NSGA-II for Solving Multiobjective Integer Minimum Cost Flow Problem with Probabilistic Tree-Based Representation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
Improving Algorithm Response to Preference Changes in Multiobjective Optimisation Using Archives.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Challenging AI: Evaluating the Effect of MCTS-Driven Dynamic Difficulty Adjustment on Player Enjoyment.
Proceedings of the Australasian Computer Science Week Multiconference, 2019
2018
IEEE Trans. Cybern., 2018
A Bi-Level Optimization Model for Grouping Constrained Storage Location Assignment Problems.
IEEE Trans. Cybern., 2018
Binary dragonfly optimization for feature selection using time-varying transfer functions.
Knowl. Based Syst., 2018
A two phase hybrid algorithm with a new decomposition method for large scale optimization.
Integr. Comput. Aided Eng., 2018
Cooperative Coevolution with Formula-Based Variable Grouping for Large-Scale Global Optimization.
Evol. Comput., 2018
Appl. Soft Comput., 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Interactive multiobjective optimisation: preference changes and algorithm responsiveness.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
A merge search algorithm and its application to the constrained pit problem in mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Adaptive threshold parameter estimation with recursive differential grouping for problem decomposition.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Cooperative co-evolution with online optimizer selection for large-scale optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Australasian Computer Science Week Multiconference, 2018
2017
Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization.
IEEE Trans. Evol. Comput., 2017
DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization.
IEEE Trans. Evol. Comput., 2017
Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications.
IEEE Trans. Evol. Comput., 2017
A Scalable Approach to Capacitated Arc Routing Problems Based on Hierarchical Decomposition.
IEEE Trans. Cybern., 2017
A backtracking search hyper-heuristic for the distributed assembly flow-shop scheduling problem.
Swarm Evol. Comput., 2017
Appl. Soft Comput., 2017
Reservoir flood control operation using multi-objective evolutionary algorithm with decomposition and preferences.
Appl. Soft Comput., 2017
A time-varying transfer function for balancing the exploration and exploitation ability of a binary PSO.
Appl. Soft Comput., 2017
Differential Evolution Based Hyper-heuristic for the Flexible Job-Shop Scheduling Problem with Fuzzy Processing Time.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Visualizing the Search Dynamics in a High-Dimensional Space for a Particle Swarm Optimizer.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Towards solving large-scale precedence constrained production scheduling problems in mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Multimodal truss structure design using bilevel and niching based evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017
Preliminary Study on Solving Coal Processing and Blending Problems Using Lexicographic Ordering.
Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017
An Evolutionary Approach for Learning Conditional Preference Networks from Inconsistent Examples.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017
Extending the Delaunay Triangulation Based Density Measurement to Many-Objective Optimization.
Proceedings of the Artificial Life and Computational Intelligence, 2017
Estimating Passenger Preferences Using Implicit Relevance Feedback for Personalized Journey Planning.
Proceedings of the Artificial Life and Computational Intelligence, 2017
An Evolutionary Multi-criteria Journey Planning Algorithm for Multimodal Transportation Networks.
Proceedings of the Artificial Life and Computational Intelligence, 2017
Proceedings of the Artificial Life and Computational Intelligence, 2017
2016
A Competitive Divide-and-Conquer Algorithm for Unconstrained Large-Scale Black-Box Optimization.
ACM Trans. Math. Softw., 2016
IEEE Trans. Evol. Comput., 2016
On investigation of interdependence between sub-problems of the Travelling Thief Problem.
Soft Comput., 2016
DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm.
Inf. Sci., 2016
Self-adaptive multi-objective evolutionary algorithm based on decomposition for large-scale problems: A case study on reservoir flood control operation.
Inf. Sci., 2016
Cooperative coevolutionary differential evolution with improved augmented Lagrangian to solve constrained optimisation problems.
Inf. Sci., 2016
Inf. Process. Manag., 2016
Efficient meta-heuristics for the Multi-Objective Time-Dependent Orienteering Problem.
Eur. J. Oper. Res., 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
A Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Security-Aware Routing and Core Allocation in Elastic Optical Network with Multi-core.
Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016
A Two Phase Approach Based on Dynamic Variable Grouping and Self-Adaptive Group Search for Large Scale Optimization.
Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016
An Adaptive Training Framework for Increasing Player Proficiency in Games and Simulations.
Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play, 2016
CBCC3 - A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
A Delaunay Triangulation Based Density Measurement for Evolutionary Multi-objective Optimization.
Proceedings of the Artificial Life and Computational Intelligence, 2016
Proceedings of the Artificial Life and Computational Intelligence, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
Integrated Approach to Personalized Procedural Map Generation Using Evolutionary Algorithms.
IEEE Trans. Comput. Intell. AI Games, 2015
J. Appl. Math., 2015
Inf. Sci., 2015
Editorial for the special issue of Information Sciences Journal (ISJ) on "Nature-inspired algorithms for large scale global optimization".
Inf. Sci., 2015
A decomposition based memetic algorithm for multi-objective vehicle routing problem with time windows.
Comput. Oper. Res., 2015
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015
Player-Computer Interaction Features for Designing Digital Play Experiences across Six Degrees of Water Contact.
Proceedings of the 2015 Annual Symposium on Computer-Human Interaction in Play, 2015
An improved performance metric for multiobjective evolutionary algorithms with user preferences.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Sensitivity analysis of Penalty-based Boundary Intersection on aggregation-based EMO algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the Artificial Life and Computational Intelligence, 2015
2014
IEEE Trans. Evol. Comput., 2014
Cooperative Coevolution With Route Distance Grouping for Large-Scale Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput., 2014
An analysis of the velocity updating rule of the particle swarm optimization algorithm.
J. Heuristics, 2014
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
Decomposition and cooperative coevolution techniques for large scale global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014
A genetic programming-based hyper-heuristic approach for storage location assignment problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Effective decomposition of large-scale separable continuous functions for cooperative co-evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Integrating user preferences and decomposition methods for many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
A novel hybridization of opposition-based learning and cooperative co-evolutionary for large-scale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Effects of population initialization on differential evolution for large scale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm.
Neural Comput. Appl., 2013
Int. J. Comput. Intell. Syst., 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Investigation of self-adaptive differential evolution on the CEC-2013 real-parameter single-objective optimization testbed.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Differential evolution on the CEC-2013 single-objective continuous optimization testbed.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
A new performance metric for user-preference based multi-objective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Decomposing Large-Scale Capacitated Arc Routing Problems using a random route grouping method.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
A dynamic archive niching differential evolution algorithm for multimodal optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
IEEE Trans. Evol. Comput., 2012
A new discrete electromagnetism-based meta-heuristic for solving the multidimensional knapsack problem using genetic operators.
Oper. Res., 2012
Proceedings of The Twenty-First Text REtrieval Conference, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Soft Comput., 2011
Soft Comput., 2011
Improving the performance and scalability of Differential Evolution on problems exhibiting parameter interactions.
Soft Comput., 2011
Proceedings of The Twentieth Text REtrieval Conference, 2011
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
Erratum to "Niching Without Niching Parameters: Particle Swarm Optimization Using a Ring Topology" [Feb 10 150-169].
IEEE Trans. Evol. Comput., 2010
Niching Without Niching Parameters: Particle Swarm Optimization Using a Ring Topology.
IEEE Trans. Evol. Comput., 2010
Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution.
Proceedings of the International Joint Conference on Neural Networks, 2010
Designing airfoils using a reference point based evolutionary many-objective particle swarm optimization algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Cooperative Co-evolution for large scale optimization through more frequent random grouping.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Cooperative Co-evolution with delta grouping for large scale non-separable function optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010
2009
Proceedings of the Third International Conference on Network and System Security, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Evolutionary algorithms and multi-objectivization for the travelling salesman problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Tackling high dimensional nonseparable optimization problems by cooperatively coevolving particle swarms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
A Distance Metric for Evolutionary Many-Objective Optimization Algorithms Using User-Preferences.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009
2008
Proceedings of the Swarm Intelligence: Introduction and Applications, 2008
Proceedings of the Swarm Intelligence: Introduction and Applications, 2008
Symbol detection in spatial multiplexing system using particle swarm optimization meta-heuristics.
Int. J. Commun. Syst., 2008
Rotated Problems and Rotationally Invariant Crossover in Evolutionary Multi-Objective Optimization.
Int. J. Comput. Intell. Appl., 2008
Genet. Program. Evolvable Mach., 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
A multi-objective constraint-handling method with PSO algorithm for constrained engineering optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Performance measures and particle swarm methods for dynamic multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
On performance metrics and particle swarm methods for dynamic multiobjective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Locating and tracking multiple dynamic optima by a particle swarm model using speciation.
IEEE Trans. Evol. Comput., 2006
Rotationally Invariant Crossover Operators in Evolutionary Multi-objective Optimization.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Incorporating directional information within a differential evolution algorithm for multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Rotated test problems for assessing the performance of multi-objective optimization algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Efficient differential evolution using speciation for multimodal function optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Better Spread and Convergence: Particle Swarm Multiobjective Optimization Using the Maximin Fitness Function.
Proceedings of the Genetic and Evolutionary Computation, 2004
Adaptively Choosing Neighbourhood Bests Using Species in a Particle Swarm Optimizer for Multimodal Function Optimization.
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
A particle swarm model for tracking multiple peaks in a dynamic environment using speciation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
2003
Int. J. Comput. Intell. Appl., 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Pyramid search: finding solutions for deceptive problems quickly in genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Connectionist learning: a comparison of neural networks and an optical thin-film multilayer model.
Connect. Sci., 2002
Proceedings of the Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th Asia-Pacific Conference on Simulated Evolution and Learning, 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
The effects of varying population density in a fine-grained parallel genetic algorithm.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
Comparison of Neural Networks and an Optical Thin-Film Multilayer Model for Connectionist Learning.
Proceedings of the SCAI'01, 2001
Proceedings of the Active Media Technology, 6th International Computer Science Conference, 2001
1998
Proceedings of the Simulated Evolution and Learning, 1998