Andries P. Engelbrecht
Orcid: 0000-0002-0242-3539Affiliations:
- University of Stellenbosch, Computer Science Division, South Africa
- University of Pretoria, Department of Computer Science, South Africa
According to our database1,
Andries P. Engelbrecht
authored at least 376 papers
between 1995 and 2024.
Collaborative distances:
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on cs.up.ac.za
On csauthors.net:
Bibliography
2024
Swarm Intell., March, 2024
2023
Entropy, July, 2023
The Porcupine Measure for Comparing the Performance of Multi-Objective Optimization Algorithms.
Algorithms, June, 2023
Multi-Guide Set-Based Particle Swarm Optimization for Multi-Objective Portfolio Optimization.
Algorithms, February, 2023
Cooperative coevolutionary multi-guide particle swarm optimization algorithm for large-scale multi-objective optimization problems.
Swarm Evol. Comput., 2023
Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023
Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Set-based Particle Swarm Optimization for Data Clustering: Comparison and Analysis of Control Parameters.
Proceedings of the ISMSI 2023: Proceedings of the 7th International Conference on Intelligent Systems, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
How to Tell a Fish from a Bee: Constructing Meta-Heuristic Search Behaviour Characteristics.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
2022
Multi-guide particle swarm optimisation archive management strategies for dynamic optimisation problems.
Swarm Intell., 2022
Nat. Comput., 2022
Proceedings of the Advances in Swarm Intelligence - 13th International Conference, 2022
A Particle Swarm Optimization Decomposition Strategy for Large Scale Global Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Cooperative Particle Swarm Optimization Decomposition Methods for Large-scale Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Proceedings of the ISMSI 2022: 6th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence, Seoul, Republic of Korea, April 9, 2022
Proceedings of the ISMSI 2022: 6th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence, Seoul, Republic of Korea, April 9, 2022
Proceedings of the ISMSI 2022: 6th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence, Seoul, Republic of Korea, April 9, 2022
SELECTOR: selecting a representative benchmark suite for reproducible statistical comparison.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Dynamic Spatial Guided Multi-Guide Particle Swarm Optimization Algorithm for Many-Objective Optimization.
Proceedings of the Swarm Intelligence - 13th International Conference, 2022
Decomposition and Merging Co-operative Particle Swarm Optimization with Random Grouping.
Proceedings of the Swarm Intelligence - 13th International Conference, 2022
Proceedings of the Swarm Intelligence - 13th International Conference, 2022
2021
Performance analysis of dynamic optimization algorithms using relative error distance.
Swarm Evol. Comput., 2021
A scalability study of the multi-guide particle swarm optimization algorithm to many-objectives.
Swarm Evol. Comput., 2021
Time series forecasting with feedforward neural networks trained using particle swarm optimizers for dynamic environments.
Neural Comput. Appl., 2021
Characterisation of environment type and difficulty for streamed data classification problems.
Inf. Sci., 2021
Neurocomputing, 2021
Algorithms, 2021
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021
Multi-guide Particle Swarm Optimisation Control Parameter Importance in High Dimensional Spaces.
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Set-based Particle Swarm Optimization for Portfolio Optimization with Adaptive Coordinate Descent Weight Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the Advances in Computational Intelligence, 2021
Proceedings of the Advances in Computational Intelligence, 2021
Proceedings of the ISMSI 2021: 2021 5th International Conference on Intelligent Systems, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Decision Space Scalability Analysis of Multi-Objective Particle Swarm Optimization Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Visualizing and Characterizing the Parameter Configuration Landscape of Particle Swarm Optimization using Physical Landform Classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Predicting Particle Swarm Optimization Control Parameters From Fitness Landscape Characteristics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Random Regrouping and Factorization in Cooperative Particle Swarm Optimization Based Large-Scale Neural Network Training.
Neural Process. Lett., 2020
An Analysis of Activation Function Saturation in Particle Swarm Optimization Trained Neural Networks.
Neural Process. Lett., 2020
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions.
Neurocomputing, 2020
Eng. Appl. Artif. Intell., 2020
Transfer of Manure from Livestock Farms to Crop Fields as Fertilizer using an Ant Inspired Approach.
CoRR, 2020
Transfer of manure as fertilizer from livestock farms to crop fields: The case of Catalonia.
Comput. Electron. Agric., 2020
Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps.
IEEE Access, 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Visualizing and Characterizing the Parameter Configuration Landscape of Differential Evolution using Physical Landform Classification.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Dynamic Multi-Swarm Fractional-best Particle Swarm Optimization for Dynamic Multi-modal Optimization.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Proceedings of the ISMSI '20: 2020 4th International Conference on Intelligent Systems, 2020
Proceedings of the ISMSI '20: 2020 4th International Conference on Intelligent Systems, 2020
Proceedings of the ISMSI '20: 2020 4th International Conference on Intelligent Systems, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
A Review and Empirical Analysis of Particle Swarm optimization Algorithms for Dynamic Multi-Modal optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the Swarm Intelligence - 12th International Conference, 2020
Proceedings of the Swarm Intelligence - 12th International Conference, 2020
Control Parameter Importance and Sensitivity Analysis of the Multi-Guide Particle Swarm Optimization Algorithm.
Proceedings of the Swarm Intelligence - 12th International Conference, 2020
2019
Multi-guide particle swarm optimization for multi-objective optimization: empirical and stability analysis.
Swarm Intell., 2019
Neural Process. Lett., 2019
A parameter-free particle swarm optimization algorithm using performance classifiers.
Inf. Sci., 2019
Intell. Syst. Account. Finance Manag., 2019
Towards programmable on-demand lightpath services: current state-of-the-art and open research areas.
IET Networks, 2019
Eng. Appl. Artif. Intell., 2019
An Analysis of Control Parameter Importance in the Particle Swarm Optimization Algorithm.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Control parameter sensitivity analysis of the multi-guide particle swarm optimization algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
IEEE Trans. Evol. Comput., 2018
Analysis of selection hyper-heuristics for population-based meta-heuristics in real-valued dynamic optimization.
Swarm Evol. Comput., 2018
Optimal parameter regions and the time-dependence of control parameter values for the particle swarm optimization algorithm.
Swarm Evol. Comput., 2018
Swarm Intell., 2018
Particle swarm stability: a theoretical extension using the non-stagnate distribution assumption.
Swarm Intell., 2018
Arithmetic and parent-centric headless chicken crossover operators for dynamic particle swarm optimization algorithms.
Soft Comput., 2018
Neural Process. Lett., 2018
Multimodal Emotion Recognition using Deep Continuous Conditional Recurrent Neural Fields.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Particle swarm optimization: a guide to effective, misconception free, real world use.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Swarm Intelligence - 11th International Conference, 2018
Boundary Constraint Handling Techniques for Particle Swarm Optimization in High Dimensional Problem Spaces.
Proceedings of the Swarm Intelligence - 11th International Conference, 2018
Proceedings of the Swarm Intelligence - 11th International Conference, 2018
Proceedings of the Swarm Intelligence - 11th International Conference, 2018
Proceedings of the Swarm Intelligence - 11th International Conference, 2018
2017
Gramophone Noise Detection and Reconstruction Using Time Delay Artificial Neural Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2017
Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications.
IEEE Trans. Evol. Comput., 2017
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
The merits of velocity clamping particle swarm optimisation in high dimensional spaces.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
An adaptive particle swarm optimization algorithm based on optimal parameter regions.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Bio-acoustic emotion recognition using continuous conditional recurrent neural fields.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Training Convolutional Neural Networks with Class Based Data Augmentation for Detecting Distracted Drivers.
Proceedings of the 9th International Conference on Computer and Automation Engineering, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Vector evaluated particle swarm optimization: The archive's influence on performance.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
IEEE Trans. Neural Networks Learn. Syst., 2016
Inertia weight control strategies for particle swarm optimization - Too much momentum, not enough analysis.
Swarm Intell., 2016
Training multi-agent teams from zero knowledge with the competitive coevolutionary team-based particle swarm optimiser.
Soft Comput., 2016
Fuzzy particle swarm optimization algorithms for the open shortest path first weight setting problem.
Appl. Intell., 2016
Artif. Intell. Rev., 2016
An Analysis of Competitive Coevolutionary Particle Swarm Optimizers to Train Neural Network Game Tree Evaluation Functions.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016
Hyper-heuristics for the Flexible Job Shop Scheduling Problem with Additional Constraints.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016
Vector evaluated particle swarm optimization archive management: Pareto optimal front diversity sensitivity analysis.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Analysis of activation functions for particle swarm optimised feedforward neural networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Vector evaluated particle swarm optimization exploration behavior part II: Quantitative analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Vector evaluated particle swarm optimization exploration behavior part I: Explorative analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
A radius-free quantum particle swarm optimization technique for dynamic optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
IEEE Trans. Evol. Comput., 2015
Swarm Intell., 2015
Inf. Sci., 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Co-operative Vector-Evaluated Particle Swarm Optimization for Multi-objective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
High-Dimensional Multi-Objective Optimization Using Co-operative Vector-Evaluated Particle Swarm Optimization with Random Variable Grouping.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
The Effect of Probability Distributions on the Performance of Quantum Particle Swarm Optimization for Solving Dynamic Optimization Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Metric-Based Heuristic Space Diversity Management in a Meta-Hyper-Heuristic Framework.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Gramophone Noise Reconstruction - A Comparative Study of Interpolation Algorithms for Noise Reduction.
Proceedings of the SIGMAP 2015, 2015
Using Headless Chicken Crossover for Local Guide Selection When Solving Dynamic Multi-objective Optimization.
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015
Proceedings of the E-Business and Telecommunications - 12th International Joint Conference, 2015
The Effect of Quantum and Charged Particles on the Performance of the Dynamic Vector-evaluated Particle Swarm Optimisation Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Self-Adapting the Brownian Radius in a Differential Evolution Algorithm for Dynamic Environments.
Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17, 2015
Analysis of global information sharing in hyper-heuristics for different dynamic environments.
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
Influence of the archive size on the performance of the dynamic vector evaluated particle swarm optimisation algorithm solving dynamic multi-objective optimisation problems.
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 IEEE Congress on Evolutionary Computation, 2015
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
Population-based metaheuristics for continuous boundary-constrained dynamic multi-objective optimisation problems.
Swarm Evol. Comput., 2014
Swarm Intell., 2014
ACM Comput. Surv., 2014
Simulated evolution and simulated annealing algorithms for solving multi-objective open shortest path first weight setting problem.
Appl. Intell., 2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Analysis of stagnation behaviour of competitive coevolutionary trained neuro-controllers.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Particle swarm optimisation failure prediction based on fitness landscape characteristics.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Using heterogeneous knowledge sharing strategies with dynamic vector-evaluated particle swarm optimisation.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2014
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Heterogeneous dynamic vector evaluated particle swarm optimisation for dynamic multi-objective optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Dynamic multi-objective optimization using charged vector evaluated particle swarm 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
Analysis and classification of optimisation benchmark functions and benchmark suites.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the Swarm Intelligence - 9th International Conference, 2014
Proceedings of the Swarm Intelligence - 9th International Conference, 2014
Proceedings of the Swarm Intelligence - 9th International Conference, 2014
Proceedings of the Swarm Intelligence - 9th International Conference, 2014
2013
Self-Adaptive Differential Evolution for Dynamic Environments with Fluctuating Numbers of Optima.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
J. Glob. Optim., 2013
A survey of techniques for characterising fitness landscapes and some possible ways forward.
Inf. Sci., 2013
Inf. Sci., 2013
Positive-versus-Negative Classification for Model Aggregation in Predictive Data Mining.
INFORMS J. Comput., 2013
Base Model Combination Algorithm for Resolving Tied Predictions for <i>K</i>-Nearest Neighbor OVA Ensemble Models.
INFORMS J. Comput., 2013
Expert Syst. Appl., 2013
Comput. Networks, 2013
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013
Proceedings of the Large-Scale Scientific Computing - 9th International Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Swarm Intell., 2012
Set-based particle swarm optimization applied to the multidimensional knapsack problem.
Swarm Intell., 2012
Clustering data in stationary environments with a local network neighborhood artificial immune system.
Int. J. Mach. Learn. Cybern., 2012
A DNA Sequence Design for DNA Computation Based on Binary Vector Evaluated Particle Swarm Optimization.
Int. J. Unconv. Comput., 2012
Expert Syst. Appl., 2012
Using Competitive Population Evaluation in a differential evolution algorithm for dynamic environments.
Eur. J. Oper. Res., 2012
A fuzzy particle swarm optimization algorithm for computer communication network topology design.
Appl. Intell., 2012
Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012
Analyses of guide update approaches for vector evaluated particle swarm optimisation on dynamic multi-objective optimisation problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Investigating the use of local search for improving meta-hyper-heuristic performance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the Swarm Intelligence - 8th International Conference, 2012
Proceedings of the Swarm Intelligence - 8th International Conference, 2012
Proceedings of the Swarm Intelligence - 8th International Conference, 2012
Proceedings of the Swarm Intelligence - 8th International Conference, 2012
Proceedings of the Swarm Intelligence - 8th International Conference, 2012
Piecewise Linear Approximation of n-Dimensional Parametric Curves Using Particle Swarms.
Proceedings of the Swarm Intelligence - 8th International Conference, 2012
Proceedings of the Swarm Intelligence - 8th International Conference, 2012
2011
Pattern Recognit. Lett., 2011
Digit. Investig., 2011
Using sequential deviation to dynamically determine the number of clusters found by a local network neighbourhood artificial immune system.
Appl. Soft Comput., 2011
Lambda-gamma learning with feedforward neural networks using particle swarm optimization.
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011
Applying swarm intelligence to a novel congestion control approach for wireless sensor networks.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Proceedings of the Seventh International Conference on Natural Computation, 2011
Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2011
Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2011
Archive management for dynamic multi-objective optimisation problems using vector evaluated particle swarm optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Investigating the impact of alternative evolutionary selection strategies on multi-method global optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
The sensitivity of single objective optimization algorithm control parameter values under different computational constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Proceedings of the Multi-Objective Swarm Intelligent Systems - Theory & Experiences, 2010
Nat. Comput., 2010
Expert Syst. Appl., 2010
Metaheuristics for the multi-objective FJSP with sequence-dependent set-up times, auxiliary resources and machine down time.
Ann. Oper. Res., 2010
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
Effect of Particle Initialization on the Performance of Particle Swarm Niching Algorithms.
Proceedings of the Swarm Intelligence - 7th International Conference, 2010
Proceedings of the Swarm Intelligence - 7th International Conference, 2010
2009
Fuzzy hybrid simulated annealing algorithms for topology design of switched local area networks.
Soft Comput., 2009
Proceedings of the Distributed Computing, 2009
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Employing the flocking behavior of birds for controlling congestion in autonomous decentralized networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Int. J. Intell. Comput. Cybern., 2008
Expert Syst. Appl., 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
A fuzzy ant colony optimization algorithm for topology design of distributed local area networks.
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
A comparison of map neuron labeling approaches for unsupervised self-organizing feature maps.
Proceedings of the International Joint Conference on Neural Networks, 2008
CIlib: A collaborative framework for Computational Intelligence algorithms - Part II.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Solving dynamic multi-objective problems with vector evaluated particle swarm optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Towards a self regulating local network neighbourhood artificial immune system for data clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008
2007
A new fuzzy operator and its application to topology design of distributed local area networks.
Inf. Sci., 2007
Genetic algorithms for the structural optimisation of learned polynomial expressions.
Appl. Math. Comput., 2007
Appl. Math. Comput., 2007
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
A starting-time-based approach to production scheduling with Particle Swarm Optimization.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling, 2007
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Computational Intelligence: An Introduction, Second Edition.
Wiley, ISBN: 978-0-470-03561-0, 2007
2006
Proceedings of the Swarm Intelligence in Data Mining, 2006
Dynamic clustering using particle swarm optimization with application in image segmentation.
Pattern Anal. Appl., 2006
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games (CIG06), 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Particle swarm optimization approaches to coevolve strategies for the iterated prisoner's dilemma.
IEEE Trans. Evol. Comput., 2005
South Afr. Comput. J., 2005
Informatica (Slovenia), 2005
Int. J. Pattern Recognit. Artif. Intell., 2005
CiClops: computational intelligence collaborative laboratory of pantological software.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005
Proceedings of the Computational Intelligence and Security, International Conference, 2005
Coevolving Probabilistic Game Playing Agents using Particle Swarm Optimization Algorithm.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence and Games (CIG05), 2005
Combining particle swarm optimisation with angle modulation to solve binary problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Wiley, ISBN: 978-0-470-09191-3, 2005
2004
IEEE Trans. Evol. Comput., 2004
IEEE Trans. Evol. Comput., 2004
South Afr. Comput. J., 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003
Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003
CIRG@UP OptiBench: a statistically sound framework for benchmarking optimisation algorithms.
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Neural Process. Lett., 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
2001
IEEE Trans. Neural Networks, 2001
Fundam. Informaticae, 2001
Proceedings of the Connectionist Models of Neurons, 2001
2000
South Afr. Comput. J., 2000
South Afr. Comput. J., 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Searching the forest: using decision trees as building blocks for evolutionary search in classification databases.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000
1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Variance analysis of sensitivity information for pruning multilayer feedforward neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
1995
Proceedings of the From Natural to Artificial Neural Computation, 1995
Proceedings of the From Natural to Artificial Neural Computation, 1995
Reduction of symbolic rules from artificial neural networks using sensitivity analysis.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995