Andries P. Engelbrecht

409 papers A 5B 103C 2Misc 3Journal 130Unranked 151
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Classification of Medical Image Modality and Anatomy.
Algorithms
Jean de Smidt, Kian Anderson, Andries P. Engelbrecht
2026 J jnl
Survey and analysis of metaheuristic search behavior characterization: a case study on particle swarm optimization variants.
Swarm Intell.
Lauren Hayward, Andries P. Engelbrecht
2025 J jnl
A co-evolutionary meta-heuristic framework for dynamic constrained optimization problems.
Soft Comput.
Gary Pamparà, Andries P. Engelbrecht
2025 — conf
An Empirical Analysis of Particle Swarm Optimisation Approaches for Multi-objective Optimisation.
ICSI (1)
Lauren Trinder-Smith, Andries P. Engelbrecht
2025 J jnl
Determining Metaheuristic Similarity Using Behavioral Analysis.
IEEE Trans. Evol. Comput.
Lauren Hayward, Andries P. Engelbrecht
2025 J jnl
Enhanced set-based particle swarm optimization for portfolio management in a walk-forward paradigm.
Intell. Syst. Appl.
Zander Wessels, Andries P. Engelbrecht
2025 J jnl
Fitness Landscape Analysis for the Differential Evolution Algorithm.
Algorithms
Amani Saad, Andries P. Engelbrecht, Salman A. Khan
2025 — conf
Forecasting Non-stationary Time Series: A Comparison of Deep and Shallow Neural Network Architectures.
IWANN (1)
Takudzwa Masunungure, Andries P. Engelbrecht
2025 — conf
Incremental Feature Learning of Shallow Feedforward Regression Neural Networks Using Particle Swarm Optimisation.
IWANN (1)
Ross W. Nayler, Andries P. Engelbrecht
2025 J jnl
Incremental Reinforcement Learning for Portfolio Optimisation.
Comput.
Refiloe Shabe, Andries P. Engelbrecht, Kian Anderson
2025 — conf
Self-organizing Maps for Missing Value Imputation in Transcriptomic Datasets.
IWANN (1)
Louzanne Swart, Andries P. Engelbrecht, Lyn-Marié Birkholtz
2025 J jnl
Solving many-objective optimisation problems using partial dominance.
Neural Comput. Appl.
Mardé Helbig, Andries P. Engelbrecht
2025 J jnl
Training feedforward neural networks with Bayesian hyper-heuristics.
Inf. Sci.
Arné Schreuder, Anna S. Bosman, Andries P. Engelbrecht, Christopher W. Cleghorn
2024 J jnl
A comparative study of evolutionary algorithms and particle swarm optimization approaches for constrained multi-objective optimization problems.
Swarm Evol. Comput.
Alanna McNulty, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2024 J jnl
Ants 2022 special issue.
Swarm Intell.
Marco Dorigo, Heiko Hamann, Manuel López-Ibáñez, José García-Nieto, Andries P. Engelbrecht, Carlo Pinciroli, Volker Strobel, Christian Leonardo Camacho-Villalón
2024 J jnl
Belief space-guided approach to self-adaptive particle swarm optimization.
Swarm Intell.
Daniel H. Von Eschwege, Andries P. Engelbrecht
2024 J jnl
Decomposition and merging cooperative particle swarm optimization with random grouping for large-scale optimization problems.
Swarm Intell.
Alanna McNulty, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2024 J jnl
Fitness Landscape Analysis of Product Unit Neural Networks.
Algorithms
Andries P. Engelbrecht, Robert Gouldie
2024 J jnl
Regularised feed forward neural networks for streamed data classification problems.
Eng. Appl. Artif. Intell.
Mathys Ellis, Anna S. Bosman, Andries P. Engelbrecht
2024 — conf
Set-Based Particle Swarm Optimization for the Multi-objective Multi-dimensional Knapsack Problem.
ICSI (1)
Mari Spangenberg, Andries P. Engelbrecht
2024 — conf
Stochastic Grouping and Subspace-Based Initialization in Decomposition and Merging Cooperative Particle Swarm Optimization for Large-Scale Optimization Problems.
Canadian AI
Zachary McGovarin, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2023 — conf
A Cautionary Note on Poli's Stability Condition for Particle Swarm Optimization.
SSCI
Daniel H. Von Eschwege, Andries P. Engelbrecht
2023 J jnl
Cooperative coevolutionary multi-guide particle swarm optimization algorithm for large-scale multi-objective optimization problems.
Swarm Evol. Comput.
Amirali Madani, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2023 — conf
Empirical Loss Landscape Analysis of Neural Network Activation Functions.
GECCO Companion
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2023 J jnl
Empirical Loss Landscape Analysis of Neural Network Activation Functions.
CoRR
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2023 J jnl
Feature-Based Complexity Measure for Multinomial Classification Datasets.
Entropy
Kyle Erwin, Andries P. Engelbrecht
2023 — conf
How to Tell a Fish from a Bee: Constructing Meta-Heuristic Search Behaviour Characteristics.
GECCO Companion
Lauren Hayward, Andries P. Engelbrecht
2023 — conf
Meta-heuristics for Portfolio Optimization: Part I - Review of Meta-heuristics.
ICSI (2)
Kyle Erwin, Andries P. Engelbrecht
2023 — conf
Meta-heuristics for Portfolio Optimization: Part II - Empirical Analysis.
ICSI (2)
Kyle Erwin, Andries P. Engelbrecht
2023 J jnl
Meta-heuristics for portfolio optimization.
Soft Comput.
Kyle Erwin, Andries P. Engelbrecht
2023 J jnl
Multi-Guide Set-Based Particle Swarm Optimization for Multi-Objective Portfolio Optimization.
Algorithms
Kyle Erwin, Andries P. Engelbrecht
2023 — conf
Set-based Particle Swarm Optimization for Data Clustering: Comparison and Analysis of Control Parameters.
ISMSI
Rijk Marius de Wet, Andries P. Engelbrecht
2023 J jnl
The Porcupine Measure for Comparing the Performance of Multi-Objective Optimization Algorithms.
Algorithms
Christiaan Scheepers, Andries P. Engelbrecht
2023 J jnl
Training Feedforward Neural Networks with Bayesian Hyper-Heuristics.
CoRR
Arné Schreuder, Anna S. Bosman, Andries P. Engelbrecht, Christopher W. Cleghorn
2022 — conf
A Particle Swarm Optimization Decomposition Strategy for Large Scale Global Optimization.
SSCI
Liam J. S. McDevitt, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2022 — conf
Cooperative Particle Swarm Optimization Decomposition Methods for Large-scale Optimization.
SSCI
Mitchell Clark, Beatrice M. Ombuki-Berman, Nicholas Aksamit, Andries P. Engelbrecht
2022 — conf
Decomposition and Merging Co-operative Particle Swarm Optimization with Random Grouping.
ANTS Conference
Alanna McNulty, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2022 B conf
Dynamic Multi-objective Optimisation Using Multi-guide Particle Swarm Optimisation.
CEC
Pawel Jocko, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2022 — conf
Dynamic Spatial Guided Multi-Guide Particle Swarm Optimization Algorithm for Many-Objective Optimization.
ANTS Conference
Weka Steyn, Andries P. Engelbrecht
2022 — conf
Improved Hamming Diversity Measure for Set-Based Optimization Algorithms.
ICSI (1)
Kyle Erwin, Andries P. Engelbrecht
2022 J jnl
Multi-guide particle swarm optimisation archive management strategies for dynamic optimisation problems.
Swarm Intell.
Pawel Jocko, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2022 B conf
Rule Induction Using Set-Based Particle Swarm Optimisation.
CEC
Jean-Pierre van Zyl, Andries P. Engelbrecht
2022 — conf
Set-based Particle Swarm Optimization for Data Clustering.
ISMSI
Lienke Brown, Andries P. Engelbrecht
2022 — conf
Stability-Guided Multi-Guide Particle Swarm Optimization.
ISMSI
Weka Steyn, Andries P. Engelbrecht
2022 — conf
Stability-Guided Particle Swarm Optimization.
ANTS Conference
Andries P. Engelbrecht
2022 — conf
Static Polynomial Approximation Using Set-based Particle Swarm Optimisation.
ISMSI
Donovan Edeling, Andries P. Engelbrecht
2022 — ed.
Swarm Intelligence - 13th International Conference, ANTS 2022, Málaga, Spain, November 2-4, 2022, Proceedings
ANTS Conference
Marco Dorigo, Heiko Hamann, Manuel López-Ibáñez, José García-Nieto, Andries P. Engelbrecht, Carlo Pinciroli, Volker Strobel, Christian Leonardo Camacho-Villalón
2022 J jnl
The influence of fitness landscape characteristics on particle swarm optimisers.
Nat. Comput.
Andries P. Engelbrecht, Phlippie Bosman, Katherine M. Malan
2021 — conf
A Convolutional Neural Network for Dental Panoramic Radiograph Classification.
ISMSI
James Faure, Andries P. Engelbrecht
2021 J jnl
A Feature Selection Algorithm Performance Metric for Comparative Analysis.
Algorithms
Werner Mostert, Katherine M. Malan, Andries P. Engelbrecht
2021 — conf
A Tuning Free Approach to Multi-guide Particle Swarm Optimization.
SSCI
Kyle Erwin, Andries P. Engelbrecht
2021 J jnl
A scalability study of the multi-guide particle swarm optimization algorithm to many-objectives.
Swarm Evol. Comput.
Cian Steenkamp, Andries P. Engelbrecht
2021 J jnl
An Exploratory Landscape Analysis-Based Benchmark Suite.
Algorithms
Ryan Dieter Lang, Andries P. Engelbrecht
2021 J jnl
An analysis of the impact of subsampling on the neural network error surface.
Neurocomputing
Cody Dennis, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2021 J jnl
Characterisation of environment type and difficulty for streamed data classification problems.
Inf. Sci.
Mathys Ellis, Anna S. Bosman, Andries P. Engelbrecht
2021 B conf
Decision Space Scalability Analysis of Multi-Objective Particle Swarm Optimization Algorithms.
CEC
Amirali Madani, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2021 J jnl
Diversity Measures for Niching Algorithms.
Algorithms
Jonathan Mwaura, Andries P. Engelbrecht, Filipe V. Nepomuceno
2021 — conf
Impacted Tooth Detection in Panoramic Radiographs.
IWANN (1)
James Faure, Andries P. Engelbrecht
2021 — conf
Learning to Trade from Zero-Knowledge Using Particle Swarm Optimization.
IWANN (2)
Stefan van Deventer, Andries P. Engelbrecht
2021 — conf
Multi-guide Particle Swarm Optimisation Control Parameter Importance in High Dimensional Spaces.
ICSI (1)
Timothy G. Carolus, Andries P. Engelbrecht
2021 J jnl
Performance analysis of dynamic optimization algorithms using relative error distance.
Swarm Evol. Comput.
Stéfan A. G. van der Stockt, Gary Pamparà, Andries P. Engelbrecht, Christopher W. Cleghorn
2021 — conf
Polynomial Approximation Using Set-Based Particle Swarm Optimization.
ICSI (1)
Jean-Pierre van Zyl, Andries P. Engelbrecht
2021 B conf
Predicting Particle Swarm Optimization Control Parameters From Fitness Landscape Characteristics.
CEC
Cody Dennis, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2021 — conf
Recent advances in particle swarm optimization analysis and understanding 2021.
GECCO Companion
Andries P. Engelbrecht, Christopher W. Cleghorn
2021 — conf
Set-based Particle Swarm Optimization for Portfolio Optimization with Adaptive Coordinate Descent Weight Optimization.
SSCI
Kyle Erwin, Andries P. Engelbrecht
2021 J jnl
Time series forecasting with feedforward neural networks trained using particle swarm optimizers for dynamic environments.
Neural Comput. Appl.
Salihu A. Abdulkarim, Andries P. Engelbrecht
2021 — conf
Two Modified NichePSO Algorithms for Multimodal Optimization.
ICSI (1)
Tyler Crane, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2021 B conf
Visualizing and Characterizing the Parameter Configuration Landscape of Particle Swarm Optimization using Physical Landform Classification.
CEC
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2020 B conf
A Review and Empirical Analysis of Particle Swarm optimization Algorithms for Dynamic Multi-Modal optimization.
CEC
Simon Dennis, Andries P. Engelbrecht
2020 J jnl
A memory guided sine cosine algorithm for global optimization.
Eng. Appl. Artif. Intell.
Shubham Gupta, Kusum Deep, Andries P. Engelbrecht
2020 J jnl
An Analysis of Activation Function Saturation in Particle Swarm Optimization Trained Neural Networks.
Neural Process. Lett.
Cody Dennis, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2020 — conf
Analysis of Particle Swarm Optimisation for Training Support Vector Machines.
SSCI
Thorsten Schmidt-Dumont, Andries P. Engelbrecht
2020 — conf
Control Parameter Importance and Sensitivity Analysis of the Multi-Guide Particle Swarm Optimization Algorithm.
ANTS Conference
Timothy G. Carolus, Andries P. Engelbrecht
2020 J jnl
Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps.
IEEE Access
David Chushig-Muzo, Cristina Soguero-Ruíz, Andries P. Engelbrecht, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez
2020 B conf
Decision Space Coverage of Random Walks.
CEC
Ryan Dieter Lang, Andries P. Engelbrecht
2020 A conf
Distributed random walks for fitness landscape analysis.
GECCO
Ryan Dieter Lang, Andries P. Engelbrecht
2020 — conf
Dynamic Multi-Swarm Fractional-best Particle Swarm Optimization for Dynamic Multi-modal Optimization.
SSCI
Simon Dennis, Andries P. Engelbrecht
2020 — conf
Empirical Analysis of A Partial Dominance Approach to Many-Objective Optimisation.
ISMSI
Andries P. Engelbrecht, Mardé Helbig
2020 — conf
Fitting Gaussian Mixture Models Using Cooperative Particle Swarm Optimization.
ANTS Conference
Heinrich Cilliers, Andries P. Engelbrecht
2020 B conf
Heuristic Space Diversity Measures for Population-based Hyper-heuristics.
CEC
Stefan van der Stockt, Andries P. Engelbrecht, Christopher W. Cleghorn
2020 — conf
Improved Set-based Particle Swarm optimization for Portfolio optimization.
SSCI
Kyle Erwin, Andries P. Engelbrecht
2020 B conf
Loss Surface Modality of Feed-Forward Neural Network Architectures.
IJCNN
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2020 — conf
Mixtures of Heterogeneous Experts.
ISMSI
Callum Parton, Andries P. Engelbrecht
2020 J jnl
Movement patterns of a particle swarm in high dimensional spaces.
Inf. Sci.
Elre T. Oldewage, Andries P. Engelbrecht, Christopher W. Cleghorn
2020 — conf
Partial Dominance for Many-Objective Optimization.
ISMSI
Mardé Helbig, Andries P. Engelbrecht
2020 J jnl
Random Regrouping and Factorization in Cooperative Particle Swarm Optimization Based Large-Scale Neural Network Training.
Neural Process. Lett.
Cody Dennis, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2020 — conf
Recent advances in particle swarm optimization analysis and understanding.
GECCO Companion
Andries P. Engelbrecht, Christopher W. Cleghorn
2020 — conf
Set-Based Particle Swarm Optimization for Portfolio Optimization.
ANTS Conference
Kyle Erwin, Andries P. Engelbrecht
2020 B conf
Swarm Based Algorithms for Neural Network Training.
SMC
Reginald McLean, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2020 J jnl
Transfer of Manure as Fertilizer from Livestock Farms to Crop Fields: The Case of Catalonia.
CoRR
Andreas Kamilaris, Andries P. Engelbrecht, Andreas Pitsillides, Francesc X. Prenafeta-Boldu
2020 J jnl
Transfer of Manure from Livestock Farms to Crop Fields as Fertilizer using an Ant Inspired Approach.
CoRR
Andreas Kamilaris, Andries P. Engelbrecht, Andreas Pitsillides, Francesc X. Prenafeta-Boldu
2020 J jnl
Transfer of manure as fertilizer from livestock farms to crop fields: The case of Catalonia.
Comput. Electron. Agric.
Andreas Kamilaris, Andries P. Engelbrecht, Andreas Pitsillides, Francesc X. Prenafeta-Boldú
2020 J jnl
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions.
Neurocomputing
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2020 — conf
Visualizing and Characterizing the Parameter Configuration Landscape of Differential Evolution using Physical Landform Classification.
SSCI
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2019 — conf
A generator for dynamically constrained optimization problems.
GECCO (Companion)
Gary Pamparà, Andries P. Engelbrecht
2019 J jnl
A parameter-free particle swarm optimization algorithm using performance classifiers.
Inf. Sci.
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2019 — conf
An Analysis of Control Parameter Importance in the Particle Swarm Optimization Algorithm.
ICSI (1)
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2019 J jnl
Co-evolved genetic programs for stock market trading.
Intell. Syst. Account. Finance Manag.
Jason F. Nicholls, Andries P. Engelbrecht
2019 A conf
Control parameter sensitivity analysis of the multi-guide particle swarm optimization algorithm.
GECCO
Kyle Erwin, Andries P. Engelbrecht
2019 J jnl
Degrees of stochasticity in particle swarm optimization.
Swarm Intell.
Elre T. Oldewage, Andries P. Engelbrecht, Christopher W. Cleghorn
2019 — conf
Evolutionary and swarm-intelligence algorithms through monadic composition.
GECCO (Companion)
Gary Pamparà, Andries P. Engelbrecht
2019 B conf
Insights into the Feature Selection Problem Using Local Optima Networks.
EvoCOP
Werner Mostert, Katherine M. Malan, Gabriela Ochoa, Andries P. Engelbrecht
2019 J jnl
Loss Surface Modality of Feed-Forward Neural Network Architectures.
CoRR
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2019 J jnl
Multi-guide particle swarm optimization for multi-objective optimization: empirical and stability analysis.
Swarm Intell.
Christiaan Scheepers, Andries P. Engelbrecht, Christopher W. Cleghorn
2019 — conf
On the Robustness of Random Walks for Fitness Landscape Analysis.
SSCI
Ryan Dieter Lang, Andries P. Engelbrecht
2019 — conf
Recent advances in particle swarm optimization analysis and understanding.
GECCO (Companion)
Andries P. Engelbrecht, Christopher Wesley Cleghorn
2019 J jnl
Set based particle swarm optimization for the feature selection problem.
Eng. Appl. Artif. Intell.
Andries P. Engelbrecht, Jacomine Grobler, Joost Langeveld
2019 B conf
The Parameter Configuration Landscape: A Case Study on Particle Swarm Optimization.
CEC
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2019 J jnl
Time Series Forecasting Using Neural Networks: Are Recurrent Connections Necessary?
Neural Process. Lett.
Salihu A. Abdulkarim, Andries P. Engelbrecht
2019 J jnl
Towards programmable on-demand lightpath services: current state-of-the-art and open research areas.
IET Networks
Mpho C. Nkosi, Lusani Mamushiane, Albert A. Lysko, David L. Johnson, Andries P. Engelbrecht
2019 J jnl
Visualising Basins of Attraction for the Cross-Entropy and the Squared Error Neural Network Loss Functions.
CoRR
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2018 J jnl
A Scalability Study of Many-Objective Optimization Algorithms.
IEEE Trans. Evol. Comput.
Justin Maltese, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2018 J jnl
Analysis of selection hyper-heuristics for population-based meta-heuristics in real-valued dynamic optimization.
Swarm Evol. Comput.
Stefan van der Stockt, Andries P. Engelbrecht
2018 J jnl
Arithmetic and parent-centric headless chicken crossover operators for dynamic particle swarm optimization algorithms.
Soft Comput.
Jacomine Grobler, Andries P. Engelbrecht
2018 — conf
Boundary Constraint Handling Techniques for Particle Swarm Optimization in High Dimensional Problem Spaces.
ANTS Conference
Elre T. Oldewage, Andries P. Engelbrecht, Christopher Wesley Cleghorn
2018 — conf
Filter versus wrapper feature selection based on problem landscape features.
GECCO (Companion)
Werner Mostert, Katherine M. Malan, Andries P. Engelbrecht
2018 J jnl
Fitness Landscape Analysis of Weight-Elimination Neural Networks.
Neural Process. Lett.
Anna S. Bosman, Andries P. Engelbrecht, Mardé Helbig
2018 — conf
Gaussian-Valued Particle Swarm Optimization.
ANTS Conference
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2018 B conf
Multimodal Emotion Recognition using Deep Continuous Conditional Recurrent Neural Fields.
IJCNN
Ntombikayise Banda, Andries P. Engelbrecht
2018 J jnl
Optimal parameter regions and the time-dependence of control parameter values for the particle swarm optimization algorithm.
Swarm Evol. Comput.
Kyle Robert Harrison, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2018 — conf
Particle swarm optimization: a guide to effective, misconception free, real world use.
GECCO (Companion)
Andries P. Engelbrecht, Christopher Wesley Cleghorn
2018 J jnl
Particle swarm stability: a theoretical extension using the non-stagnate distribution assumption.
Swarm Intell.
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2018 — conf
Progressive gradient walk for neural network fitness landscape analysis.
GECCO (Companion)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2018 — conf
Self-adaptive Quantum Particle Swarm Optimization for Dynamic Environments.
ANTS Conference
Gary Pamparà, Andries P. Engelbrecht
2018 J jnl
Self-adaptive particle swarm optimization: a review and analysis of convergence.
Swarm Intell.
Kyle Robert Harrison, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2018 — conf
Stability Analysis of the Multi-objective Multi-guided Particle Swarm Optimizer.
ANTS Conference
Christopher Wesley Cleghorn, Christiaan Scheepers, Andries P. Engelbrecht
2018 — conf
The Importance of Component-Wise Stochasticity in Particle Swarm Optimization.
ANTS Conference
Elre T. Oldewage, Andries P. Engelbrecht, Christopher Wesley Cleghorn
2017 — conf
A Scalability Analysis of Particle Swarm Optimization Roaming Behaviour.
ICSI (1)
Jacomine Grobler, Andries P. Engelbrecht
2017 — conf
An adaptive particle swarm optimization algorithm based on optimal parameter regions.
SSCI
Kyle Robert Harrison, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2017 — conf
Bio-acoustic emotion recognition using continuous conditional recurrent neural fields.
SSCI
Ntombikayise Banda, Lang He, Andries P. Engelbrecht
2017 — conf
Firefly optimization: A study on frame invariance.
SSCI
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2017 A conf
Fitness-distance-ratio particle swarm optimization: stability analysis.
GECCO
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2017 J jnl
Gramophone Noise Detection and Reconstruction Using Time Delay Artificial Neural Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Christoph F. Stallmann, Andries P. Engelbrecht
2017 B conf
Optimal parameter regions for particle swarm optimization algorithms.
CEC
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2017 — conf
Quantified pareto-optimal front comparisons using attainment surfaces.
SSCI
Christiaan Scheepers, Andries P. Engelbrecht
2017 J jnl
Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications.
IEEE Trans. Evol. Comput.
Xiaodong Li, Michael G. Epitropakis, Kalyanmoy Deb, Andries P. Engelbrecht
2017 — conf
The merits of velocity clamping particle swarm optimisation in high dimensional spaces.
SSCI
Elre T. Oldewage, Andries P. Engelbrecht, Christopher Wesley Cleghorn
2017 — conf
Training Convolutional Neural Networks with Class Based Data Augmentation for Detecting Distracted Drivers.
ICCAE
Jaco Cronje, Andries P. Engelbrecht
2017 B conf
Vector evaluated particle swarm optimization: The archive's influence on performance.
CEC
Christiaan Scheepers, Andries P. Engelbrecht
2016 B conf
A radius-free quantum particle swarm optimization technique for dynamic optimization problems.
CEC
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2016 — ed.
Advances in Nature and Biologically Inspired Computing - Proceedings of the 7th World Congress on Nature and Biologically Inspired Computing (NaBIC 2015) in Pietermaritzburg, South Africa, held December 01-03, 2015
NaBIC
Nelishia Pillay, Andries P. Engelbrecht, Ajith Abraham, Mathys C. du Plessis, Václav Snásel, Azah Kamilah Muda
2016 — conf
An Analysis of Competitive Coevolutionary Particle Swarm Optimizers to Train Neural Network Game Tree Evaluation Functions.
ICSI (1)
Albert Volschenk, Andries P. Engelbrecht
2016 — conf
An investigation into the effect of unlabeled neurons on Self-Organizing Maps.
SSCI
Willem S. van Heerden, Andries P. Engelbrecht
2016 B conf
Analysis of activation functions for particle swarm optimised feedforward neural networks.
CEC
Andrich B. van Wyk, Andries P. Engelbrecht
2016 B conf
Analysis of error landscapes in multi-layered neural networks for classification.
CEC
Anna S. Rakitianskaia, Eduan Bekker, Katherine M. Malan, Andries P. Engelbrecht
2016 J jnl
Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He, Nitesh V. Chawla, Huanhuan Chen, Yoonsuck Choe, Andries P. Engelbrecht, Jaya deva, Lyle N. Long, Ali A. Minai, Feiping Nie, Umut Ozertem, Barak A. Pearlmutter, Ling Shao, Jennie Si, Jochen J. Steil, Brijesh K. Verma, Ding Wang
2016 J jnl
Fuzzy particle swarm optimization algorithms for the open shortest path first weight setting problem.
Appl. Intell.
Mohammed A. Mohiuddin, Salman A. Khan, Andries P. Engelbrecht
2016 B conf
Group-based stochastic scaling for PSO velocities.
CEC
E. T. van Zyl, Andries P. Engelbrecht
2016 — conf
Headless Chicken Particle Swarm Optimization Algorithms.
ICSI (1)
Jacomine Grobler, Andries P. Engelbrecht
2016 — conf
Heterogeneous Vector-Evaluated Particle Swarm Optimisation in Static Environments.
ICSI (1)
Dieter Doman, Mardé Helbig, Andries P. Engelbrecht
2016 — conf
Hyper-heuristics for the Flexible Job Shop Scheduling Problem with Additional Constraints.
ICSI (2)
Jacomine Grobler, Andries P. Engelbrecht
2016 J jnl
Inertia weight control strategies for particle swarm optimization - Too much momentum, not enough analysis.
Swarm Intell.
Kyle Robert Harrison, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2016 B conf
Key challenges and future directions of dynamic multi-objective optimisation.
CEC
Mardé Helbig, Kalyanmoy Deb, Andries P. Engelbrecht
2016 — conf
Misleading Pareto optimal front diversity metrics: Spacing and distribution.
SSCI
Christiaan Scheepers, Andries P. Engelbrecht
2016 B conf
Pareto-based many-objective optimization using knee points.
CEC
Justin Maltese, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2016 J jnl
Particle swarm optimization with crossover: a review and empirical analysis.
Artif. Intell. Rev.
Andries P. Engelbrecht
2016 — conf
Particle swarm optimizer: The impact of unstable particles on performance.
SSCI
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2016 B conf
Performance measures for niching algorithms.
CEC
Jonathan Mwaura, Andries P. Engelbrecht, Filipe V. Nepocumeno
2016 — conf
Search space boundaries in neural network error landscape analysis.
SSCI
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2016 B conf
The sad state of self-adaptive particle swarm optimizers.
CEC
Kyle Robert Harrison, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2016 J jnl
Training multi-agent teams from zero knowledge with the competitive coevolutionary team-based particle swarm optimiser.
Soft Comput.
Christiaan Scheepers, Andries P. Engelbrecht
2016 B conf
Unified particle swarm optimizer: Convergence analysis.
CEC
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2016 — conf
Vector evaluated particle swarm optimization archive management: Pareto optimal front diversity sensitivity analysis.
SSCI
Christiaan Scheepers, Andries P. Engelbrecht
2016 B conf
Vector evaluated particle swarm optimization exploration behavior part I: Explorative analysis.
CEC
Christiaan Scheepers, Andries P. Engelbrecht
2016 B conf
Vector evaluated particle swarm optimization exploration behavior part II: Quantitative analysis.
CEC
Christiaan Scheepers, Andries P. Engelbrecht
2015 — conf
A Subspace-Based Method for PSO Initialization.
SSCI
Elre Van Zyl, Andries P. Engelbrecht
2015 — ed.
Advances in Swarm and Computational Intelligence - 6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part I
ICSI (1)
Ying Tan, Yuhui Shi, Fernando Buarque de Lima Neto, Alexander F. Gelbukh, Swagatam Das, Andries P. Engelbrecht
2015 — ed.
Advances in Swarm and Computational Intelligence - 6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part II
ICSI (2)
Ying Tan, Yuhui Shi, Fernando Buarque de Lima Neto, Alexander F. Gelbukh, Swagatam Das, Andries P. Engelbrecht
2015 — ed.
Advances in Swarm and Computational Intelligence - 6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part III
ICSI (3)
Ying Tan, Yuhui Shi, Fernando Buarque de Lima Neto, Alexander F. Gelbukh, Swagatam Das, Andries P. Engelbrecht
2015 B conf
Analysis of global information sharing in hyper-heuristics for different dynamic environments.
CEC
Stefan van der Stockt, Andries P. Engelbrecht
2015 B conf
Characterising constrained continuous optimisation problems.
CEC
Katherine M. Malan, Johannes F. Oberholzer, Andries P. Engelbrecht
2015 — conf
Co-operative Vector-Evaluated Particle Swarm Optimization for Multi-objective Optimization.
SSCI
Justin Maltese, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2015 B conf
Continuous emotion recognition using a particle swarm optimized NARX neural network.
ACII
Ntombikayise Banda, Andries P. Engelbrecht, Peter Robinson
2015 J jnl
Critical considerations on angle modulated particle swarm optimisers.
Swarm Intell.
Barend J. Leonard, Andries P. Engelbrecht, Christopher Wesley Cleghorn
2015 — conf
Dynamic Vector-Evaluated PSO with Guaranteed Convergence in the Sub-Swarms.
SSCI
Mardé Helbig, Andries P. Engelbrecht
2015 B conf
Evaluating landscape characteristics of dynamic benchmark functions.
CEC
Ron Bond, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2015 — conf
Feature Reduction for Dimensional Emotion Recognition in Human-Robot Interaction.
SSCI
Ntombikayise Banda, Andries P. Engelbrecht, Peter Robinson
2015 — conf
Frequency Distribution of Candidate Solutions in Angle Modulated Particle Swarms.
SSCI
Barend J. Leonard, Andries P. Engelbrecht
2015 B conf
Fully informed particle swarm optimizer: Convergence analysis.
CEC
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2015 — conf
Gramophone Noise Reconstruction - A Comparative Study of Interpolation Algorithms for Noise Reduction.
SIGMAP
Christoph F. Stallmann, Andries P. Engelbrecht
2015 J jnl
Heuristic space diversity control for improved meta-hyper-heuristic performance.
Inf. Sci.
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
2015 — conf
High-Dimensional Multi-Objective Optimization Using Co-operative Vector-Evaluated Particle Swarm Optimization with Random Variable Grouping.
SSCI
Justin Maltese, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2015 B conf
Influence of the archive size on the performance of the dynamic vector evaluated particle swarm optimisation algorithm solving dynamic multi-objective optimisation problems.
CEC
Mardé Helbig, Andries P. Engelbrecht
2015 — conf
Measuring Saturation in Neural Networks.
SSCI
Anna S. Rakitianskaia, Andries P. Engelbrecht
2015 — conf
Metric-Based Heuristic Space Diversity Management in a Meta-Hyper-Heuristic Framework.
SSCI
Jacomine Grobler, Andries P. Engelbrecht
2015 — conf
Particle Swarm Optimization.
GECCO (Companion)
Andries P. Engelbrecht
2015 J jnl
Particle swarm variants: standardized convergence analysis.
Swarm Intell.
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2015 B conf
Saturation in PSO neural network training: Good or evil?
CEC
Anna S. Rakitianskaia, Andries P. Engelbrecht
2015 A conf
Self-Adapting the Brownian Radius in a Differential Evolution Algorithm for Dynamic Environments.
FOGA
Mathys C. du Plessis, Andries P. Engelbrecht, André P. Calitz
2015 — conf
Signal Modelling for the Digital Reconstruction of Gramophone Noise.
ICETE (Selected Papers)
Christoph F. Stallmann, Andries P. Engelbrecht
2015 — conf
The Effect of Probability Distributions on the Performance of Quantum Particle Swarm Optimization for Solving Dynamic Optimization Problems.
SSCI
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2015 A conf
The Effect of Quantum and Charged Particles on the Performance of the Dynamic Vector-evaluated Particle Swarm Optimisation Algorithm.
GECCO
Mardé Helbig, Andries P. Engelbrecht
2015 — conf
Towards A Generic Computational Intelligence Library: Preventing Insanity.
SSCI
Gary Pampara, Andries P. Engelbrecht
2015 J jnl
Tuning Optimization Algorithms Under Multiple Objective Function Evaluation Budgets.
IEEE Trans. Evol. Comput.
Antoine S. D. Dymond, Andries P. Engelbrecht, Schalk Kok, P. Stephan Heyns
2015 — conf
Using Headless Chicken Crossover for Local Guide Selection When Solving Dynamic Multi-objective Optimization.
NaBIC
Mardé Helbig, Andries P. Engelbrecht
2015 B conf
Vector-evaluated particle swarm optimization with local search.
CEC
Derek Dibblee, Justin Maltese, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2014 J jnl
A generalized theoretical deterministic particle swarm model.
Swarm Intell.
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2014 B conf
A progressive random walk algorithm for sampling continuous fitness landscapes.
IEEE Congress on Evolutionary Computation
Katherine M. Malan, Andries P. Engelbrecht
2014 B conf
Analysis and classification of optimisation benchmark functions and benchmark suites.
IEEE Congress on Evolutionary Computation
Robert W. Garden, Andries P. Engelbrecht
2014 — conf
Analysis of hyper-heuristic performance in different dynamic environments.
CIDUE
Stefan van der Stockt, Andries P. Engelbrecht
2014 — conf
Analysis of stagnation behaviour of competitive coevolutionary trained neuro-controllers.
SIS
Christiaan Scheepers, Andries P. Engelbrecht
2014 — conf
Angle Modulated Particle Swarm Variants.
ANTS Conference
Barend J. Leonard, Andries P. Engelbrecht
2014 — conf
Asynchronous particle swarm optimization with discrete crossover.
SIS
Andries P. Engelbrecht
2014 J jnl
Benchmarks for dynamic multi-objective optimisation algorithms.
ACM Comput. Surv.
Mardé Helbig, Andries P. Engelbrecht
2014 B conf
Carry trade portfolio optimization using particle swarm optimization.
IEEE Congress on Evolutionary Computation
Stuart G. Reid, Katherine M. Malan, Andries P. Engelbrecht
2014 J jnl
Characterising the searchability of continuous optimisation problems for PSO.
Swarm Intell.
Katherine M. Malan, Andries P. Engelbrecht
2014 — conf
Comparison of self-adaptive particle swarm optimizers.
SIS
E. T. van Zyl, Andries P. Engelbrecht
2014 B conf
Competitive coevolutionary training of simple soccer agents from zero knowledge.
IEEE Congress on Evolutionary Computation
Christiaan Scheepers, Andries P. Engelbrecht
2014 B conf
Cooperative DynDE for temporal data clustering.
IEEE Congress on Evolutionary Computation
Kristina S. Georgieva, Andries P. Engelbrecht
2014 — conf
Diversity Rate of Change Measurement for Particle Swarm Optimisers.
ANTS Conference
Phlippie Bosman, Andries P. Engelbrecht
2014 B conf
Dynamic multi-objective optimization using charged vector evaluated particle swarm optimization.
IEEE Congress on Evolutionary Computation
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2014 — conf
Fitness function evaluations: A fair stopping condition?
SIS
Andries P. Engelbrecht
2014 B conf
Heterogeneous dynamic vector evaluated particle swarm optimisation for dynamic multi-objective optimisation.
IEEE Congress on Evolutionary Computation
Mardé Helbig, Andries P. Engelbrecht
2014 B conf
Heuristic space diversity management in a meta-hyper-heuristic framework.
IEEE Congress on Evolutionary Computation
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
2014 — conf
Nature-Inspired Swarm Robotics Algorithms for Prioritized Foraging.
ANTS Conference
Jade Z. Abbott, Andries P. Engelbrecht
2014 B conf
Parameter optimization by means of statistical quality guides in F-Race.
IEEE Congress on Evolutionary Computation
Ronald Klazar, Andries P. Engelbrecht
2014 — conf
Particle Swarm Convergence: Standardized Analysis and Topological Influence.
ANTS Conference
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2014 B conf
Particle swarm convergence: An empirical investigation.
IEEE Congress on Evolutionary Computation
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2014 — conf
Particle swarm optimisation failure prediction based on fitness landscape characteristics.
SIS
Katherine M. Malan, Andries P. Engelbrecht
2014 — conf
Particle swarm optimization.
GECCO (Companion)
Andries P. Engelbrecht
2014 J jnl
Population-based metaheuristics for continuous boundary-constrained dynamic multi-objective optimisation problems.
Swarm Evol. Comput.
Mardé Helbig, Andries P. Engelbrecht
2014 J jnl
Simulated evolution and simulated annealing algorithms for solving multi-objective open shortest path first weight setting problem.
Appl. Intell.
Mohammed A. Mohiuddin, Salman A. Khan, Andries P. Engelbrecht
2014 — conf
The entity-to-algorithm allocation problem: extending the analysis.
CIEL
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
2014 B conf
Training high-dimensional neural networks with cooperative particle swarm optimiser.
IJCNN
Anna S. Rakitianskaia, Andries P. Engelbrecht
2014 — conf
Using heterogeneous knowledge sharing strategies with dynamic vector-evaluated particle swarm optimisation.
SIS
Mardé Helbig, Andries P. Engelbrecht
2014 — conf
Weight regularisation in particle swarm optimisation neural network training.
SIS
Anna S. Rakitianskaia, Andries P. Engelbrecht
2013 B conf
A cooperative multi-population approach to clustering temporal data.
IEEE Congress on Evolutionary Computation
Kristina Georgieva, Andries P. Engelbrecht
2013 B conf
A scalability study of multi-objective particle swarm optimizers.
IEEE Congress on Evolutionary Computation
Kyle Robert Harrison, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
2013 B conf
A self-adaptive heterogeneous pso for real-parameter optimization.
IEEE Congress on Evolutionary Computation
Filipe V. Nepomuceno, Andries P. Engelbrecht
2013 J jnl
A survey of techniques for characterising fitness landscapes and some possible ways forward.
Inf. Sci.
Katherine M. Malan, Andries P. Engelbrecht
2013 J jnl
ANTS 2012 special issue - Editorial.
Swarm Intell.
Marco Dorigo, Mauro Birattari, Christian Blum, Anders Lyhne Christensen, Andries P. Engelbrecht, Roderich Groß, Thomas Stützle
2013 B conf
Analysing the performance of dynamic multi-objective optimisation algorithms.
IEEE Congress on Evolutionary Computation
Mardé Helbig, Andries P. Engelbrecht
2013 — conf
Analysis of stagnation behavior of vector evaluated particle swarm optimization.
SIS
Wiehann Matthysen, Andries P. Engelbrecht, Katherine M. Malan
2013 J jnl
Application of the feature-detection rule to the Negative Selection Algorithm.
Expert Syst. Appl.
Mario Poggiolini, Andries P. Engelbrecht
2013 J jnl
Base Model Combination Algorithm for Resolving Tied Predictions for
INFORMS J. Comput.
Patricia E. N. Lutu, Andries P. Engelbrecht
2013 — conf
Benchmarks for dynamic multi-objective optimisation.
CIDUE
Mardé Helbig, Andries P. Engelbrecht
2013 J jnl
Congestion control in wireless sensor networks based on bird flocking behavior.
Comput. Networks
Pavlos Antoniou, Andreas Pitsillides, Tim Blackwell, Andries P. Engelbrecht, Loizos Michael
2013 — conf
Cooperative particle swarm optimization in dynamic environments.
SIS
N. J. Unger, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2013 J jnl
Differential evolution for dynamic environments with unknown numbers of optima.
J. Glob. Optim.
Mathys C. du Plessis, Andries P. Engelbrecht
2013 — conf
Dynamic Differential Evolution Algorithm for Clustering Temporal Data.
LSSC
Kristina Georgieva, Andries P. Engelbrecht
2013 — ch.
Dynamic Multi-Objective Optimization Using PSO.
Metaheuristics for Dynamic Optimization
Mardé Helbig, Andries P. Engelbrecht
2013 — conf
Fruitless search in differential evolution.
SDE
Andries P. Engelbrecht
2013 — conf
Issues with performance measures for dynamic multi-objective optimisation.
CIDUE
Mardé Helbig, Andries P. Engelbrecht
2013 C conf
Knowledge Transfer Strategies for Vector Evaluated Particle Swarm Optimization.
EMO
Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
2013 B conf
Multi-method algorithms: Investigating the entity-to-algorithm allocation problem.
IEEE Congress on Evolutionary Computation
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
2013 B conf
On the optimality of particle swarm parameters in dynamic environments.
IEEE Congress on Evolutionary Computation
Barend J. Leonard, Andries P. Engelbrecht
2013 B conf
Particle swarm optimization with discrete crossover.
IEEE Congress on Evolutionary Computation
Andries P. Engelbrecht
2013 J jnl
Performance measures for dynamic multi-objective optimisation algorithms.
Inf. Sci.
Mardé Helbig, Andries P. Engelbrecht
2013 J jnl
Positive-versus-Negative Classification for Model Aggregation in Predictive Data Mining.
INFORMS J. Comput.
Patricia E. N. Lutu, Andries P. Engelbrecht
2013 B conf
Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance.
IEEE Congress on Evolutionary Computation
Katherine M. Malan, Andries P. Engelbrecht
2013 — ch.
Self-Adaptive Differential Evolution for Dynamic Environments with Fluctuating Numbers of Optima.
Metaheuristics for Dynamic Optimization
Mathys C. du Plessis, Andries P. Engelbrecht
2013 — conf
Steep gradients as a predictor of PSO failure.
GECCO (Companion)
Katherine M. Malan, Andries P. Engelbrecht
2012 J jnl
A DNA Sequence Design for DNA Computation Based on Binary Vector Evaluated Particle Swarm Optimization.
Int. J. Unconv. Comput.
Zuwairie Ibrahim, Noor Khafifah Khalid, Jameel Abdulla, Ahmed Mukred, Salinda Buyamin, Zulkifli Md. Yusof, Muhammad Faiz Mohamed Saaid, Norrima Mokhtar, Andries P. Engelbrecht
2012 — conf
A Self-adaptive Heterogeneous PSO Inspired by Ants.
ANTS
Filipe V. Nepomuceno, Andries P. Engelbrecht
2012 J jnl
A fuzzy particle swarm optimization algorithm for computer communication network topology design.
Appl. Intell.
Salman A. Khan, Andries P. Engelbrecht
2012 B conf
Analyses of guide update approaches for vector evaluated particle swarm optimisation on dynamic multi-objective optimisation problems.
IEEE Congress on Evolutionary Computation
Mardé Helbig, Andries P. Engelbrecht
2012 J jnl
Clustering data in stationary environments with a local network neighborhood artificial immune system.
Int. J. Mach. Learn. Cybern.
A. J. Graaff, Andries P. Engelbrecht
2012 — conf
Dynamic Load Balancing Inspired by Cemetery Formation in Ant Colonies.
ANTS
Ronald Klazar, Andries P. Engelbrecht
2012 B conf
Investigating the use of local search for improving meta-hyper-heuristic performance.
IEEE Congress on Evolutionary Computation
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
2012 — conf
Measuring Diversity in the Cooperative Particle Swarm Optimizer.
ANTS
Adiel Ismail, Andries P. Engelbrecht
2012 B conf
Particle swarm optimization: Velocity initialization.
IEEE Congress on Evolutionary Computation
Andries P. Engelbrecht
2012 — conf
Performance of Bacterial Foraging Optimization in Dynamic Environments.
ANTS
Jade Z. Abbott, Andries P. Engelbrecht
2012 — conf
Piecewise Linear Approximation of n-Dimensional Parametric Curves Using Particle Swarms.
ANTS
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2012 — conf
Scalability Study of Particle Swarm Optimizers in Dynamic Environments.
ANTS
Barend J. Leonard, Andries P. Engelbrecht
2012 — conf
Self-Adaptive Particle Swarm Optimization.
SEAL
Adiel Ismail, Andries P. Engelbrecht
2012 J jnl
Set-based particle swarm optimization applied to the multidimensional knapsack problem.
Swarm Intell.
Joost Langeveld, Andries P. Engelbrecht
2012 — ed.
Swarm Intelligence - 8th International Conference, ANTS 2012, Brussels, Belgium, September 12-14, 2012. Proceedings
ANTS
Marco Dorigo, Mauro Birattari, Christian Blum, Anders Lyhne Christensen, Andries P. Engelbrecht, Roderich Groß, Thomas Stützle
2012 — conf
The Self-adaptive Comprehensive Learning Particle Swarm Optimizer.
ANTS
Adiel Ismail, Andries P. Engelbrecht
2012 B conf
Towards a more complete classification system for dynamically changing environments.
IEEE Congress on Evolutionary Computation
Julien G. O. L. Duhain, Andries P. Engelbrecht
2012 J jnl
Training feedforward neural networks with dynamic particle swarm optimisation.
Swarm Intell.
Anna S. Rakitianskaia, Andries P. Engelbrecht
2012 — conf
Unsupervised Weight-Based Cluster Labeling for Self-Organizing Maps.
WSOM
Willem S. van Heerden, Andries P. Engelbrecht
2012 J jnl
Using Competitive Population Evaluation in a differential evolution algorithm for dynamic environments.
Eur. J. Oper. Res.
Mathys C. du Plessis, Andries P. Engelbrecht
2012 J jnl
Using OVA modeling to improve classification performance for large datasets.
Expert Syst. Appl.
Patricia E. N. Lutu, Andries P. Engelbrecht
2011 J jnl
A polar coordinate particle swarm optimiser.
Appl. Soft Comput.
Wiehann Matthysen, Andries P. Engelbrecht
2011 J jnl
ANTS 2010 special issue - Editorial.
Swarm Intell.
Marco Dorigo, Mauro Birattari, Gianni Di Caro, René Doursat, Andries P. Engelbrecht, Luca Maria Gambardella, Roderich Groß, Erol Sahin, Thomas Stützle
2011 — conf
Applying swarm intelligence to a novel congestion control approach for wireless sensor networks.
ISABEL
Pavlos Antoniou, Andreas Pitsillides, Andries P. Engelbrecht, Tim Blackwell, Loizos Michael
2011 B conf
Archive management for dynamic multi-objective optimisation problems using vector evaluated particle swarm optimisation.
IEEE Congress on Evolutionary Computation
Mardé Helbig, Andries P. Engelbrecht
2011 Misc conf
Assessment of the "Evaluation" function in the simulated evolution algorithm.
ICNC
Salman A. Khan, Andries P. Engelbrecht
2011 — conf
Binary artificial bee colony optimization.
SWIS
Gary Pampara, Andries P. Engelbrecht
2011 J jnl
Clustering data in an uncertain environment using an artificial immune system.
Pattern Recognit. Lett.
A. J. Graaff, Andries P. Engelbrecht
2011 — conf
Coevolutionary particle swarm optimization for evolving trend reversal indicators.
CIFEr
Evangelos Papacostantis, Andries P. Engelbrecht
2011 — conf
Comparison of trade decision strategies in an equity market GA trader.
CIFEr
Jason F. Nicholls, Katherine M. Malan, Andries P. Engelbrecht
2011 — conf
Dynamic load balancing inspired by division of labour in ant colonies.
SWIS
Ronald Klazar, Andries P. Engelbrecht
2011 — conf
Heterogeneous particle swarms in dynamic environments.
SWIS
Barend Jacobus Leonard, Andries P. Engelbrecht, Andrich B. van Wyk
2011 B conf
Investigating the impact of alternative evolutionary selection strategies on multi-method global optimization.
IEEE Congress on Evolutionary Computation
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
2011 — conf
Lambda-gamma learning with feedforward neural networks using particle swarm optimization.
SWIS
Andrich B. van Wyk, Andries P. Engelbrecht
2011 — conf
Scalability of a heterogeneous particle swarm optimizer.
SWIS
Andries P. Engelbrecht
2011 — conf
Self-adaptive competitive differential evolution for dynamic environments.
SDE
Mathys C. du Plessis, Andries P. Engelbrecht
2011 B conf
The sensitivity of single objective optimization algorithm control parameter values under different computational constraints.
IEEE Congress on Evolutionary Computation
Antoine S. D. Dymond, Andries P. Engelbrecht, P. Stephan Heyns
2011 J jnl
Unsupervised discovery of relations for analysis of textual data.
Digit. Investig.
A. L. Louis, Andries P. Engelbrecht
2011 J jnl
Using sequential deviation to dynamically determine the number of clusters found by a local network neighbourhood artificial immune system.
Appl. Soft Comput.
A. J. Graaff, Andries P. Engelbrecht
2010 J jnl
A decision rule-based method for feature selection in predictive data mining.
Expert Syst. Appl.
Patricia E. N. Lutu, Andries P. Engelbrecht
2010 J jnl
A novel particle swarm niching technique based on extensive vector operations.
Nat. Comput.
Isabella Lona Schoeman, Andries P. Engelbrecht
2010 B conf
Alternative hyper-heuristic strategies for multi-method global optimization.
IEEE Congress on Evolutionary Computation
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
2010 — ch.
Dynamic Multi-objective Optimisation Using PSO.
Multi-Objective Swarm Intelligent System
Mardé Greeff, Andries P. Engelbrecht
2010 — conf
Effect of Particle Initialization on the Performance of Particle Swarm Niching Algorithms.
ANTS Conference
Isabella Schoeman, Andries P. Engelbrecht
2010 — conf
Heterogeneous Particle Swarm Optimization.
ANTS Conference
Andries P. Engelbrecht
2010 J jnl
Metaheuristics for the multi-objective FJSP with sequence-dependent set-up times, auxiliary resources and machine down time.
Ann. Oper. Res.
Jacomine Grobler, Andries P. Engelbrecht, Schalk Kok, Sarma Yadavalli
2010 B conf
Overfitting by PSO trained feedforward neural networks.
IEEE Congress on Evolutionary Computation
Andrich B. van Wyk, Andries P. Engelbrecht
2010 — ed.
Swarm Intelligence - 7th International Conference, ANTS 2010, Brussels, Belgium, September 8-10, 2010. Proceedings
ANTS Conference
Marco Dorigo, Mauro Birattari, Gianni A. Di Caro, René Doursat, Andries P. Engelbrecht, Dario Floreano, Luca Maria Gambardella, Roderich Groß, Erol Sahin, Hiroki Sayama, Thomas Stützle
2010 B conf
Swarm Tetris: Applying particle swarm optimization to tetris.
IEEE Congress on Evolutionary Computation
Leo Langenhoven, Willem S. van Heerden, Andries P. Engelbrecht
2009 B conf
Adaptive Genetic Programming for dynamic classification problems.
IEEE Congress on Evolutionary Computation
Marius Riekert, Katherine M. Malan, Andries P. Engelbrecht
2009 B conf
An analysis of heterogeneous cooperative algorithms.
IEEE Congress on Evolutionary Computation
Olusegun Olorunda, Andries P. Engelbrecht
2009 J jnl
Bare bones differential evolution.
Eur. J. Oper. Res.
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2009 — conf
Congestion Control in Wireless Sensor Networks Based on the Bird Flocking Behavior.
IWSOS
Pavlos Antoniou, Andreas Pitsillides, Andries P. Engelbrecht, Tim Blackwell, Loizos Michael
2009 J jnl
Editorial Special Issue: Swarm Intelligence.
IEEE Trans. Evol. Comput.
Andries P. Engelbrecht, Xiaodong Li, Martin Middendorf, Luca Maria Gambardella
2009 J jnl
Editorial for the special issue on Particle Swarm Optimization.
Swarm Intell.
Riccardo Poli, Andries P. Engelbrecht, James Kennedy
2009 B conf
Employing the flocking behavior of birds for controlling congestion in autonomous decentralized networks.
IEEE Congress on Evolutionary Computation
Pavlos Antoniou, Andreas Pitsillides, Tim Blackwell, Andries P. Engelbrecht
2009 — book
Foundations of Computational Intelligence - Volume 3: Global Optimization
Foundations of Computational Intelligence (3)
Ajith Abraham, Aboul Ella Hassanien, Patrick Siarry, Andries P. Engelbrecht
2009 B conf
Free Search Differential Evolution.
IEEE Congress on Evolutionary Computation
Mahamed G. H. Omran, Andries P. Engelbrecht
2009 J jnl
Fuzzy hybrid simulated annealing algorithms for topology design of switched local area networks.
Soft Comput.
Salman A. Khan, Andries P. Engelbrecht
2009 C conf
HybridSOM: A generic rule extraction framework for self-organizing feature maps.
CIDM
Willem S. van Heerden, Andries P. Engelbrecht
2009 B conf
Hybridizing PSO and DE for improved vector evaluated multi-objective optimization.
IEEE Congress on Evolutionary Computation
Jacomine Grobler, Andries P. Engelbrecht
2009 — conf
Implementation of Binary Particle Swarm Optimization for DNA Sequence Design.
IWANN (2)
Noor Khafifah Khalid, Zuwairie Ibrahim, Tri Basuki Kurniawan, Marzuki Khalid, Andries P. Engelbrecht
2009 — conf
Niche Particle Swarm Optimization for Neural Network Ensembles.
ECAL (2)
Camiel Castillo, Geoff Nitschke, Andries P. Engelbrecht
2009 B conf
Quantifying ruggedness of continuous landscapes using entropy.
IEEE Congress on Evolutionary Computation
Katherine M. Malan, Andries P. Engelbrecht
2009 B conf
Scalability of the vector-based Particle Swarm Optimizer.
IEEE Congress on Evolutionary Computation
Isabella Lona Schoeman, Andries P. Engelbrecht
2009 B conf
Training neural networks with PSO in dynamic environments.
IEEE Congress on Evolutionary Computation
Anna S. Rakitianskaia, Andries P. Engelbrecht
2008 — conf
A Model to Optimize DNA Sequences Based on Particle Swarm Optimization.
Asia International Conference on Modelling and Simulation
Noor Khafifah Khalid, Tri Basuki Kurniawan, Zuwairie Ibrahim, Zulkifli Md. Yusof, Marzuki Khalid, Andries P. Engelbrecht
2008 B conf
A comparison of map neuron labeling approaches for unsupervised self-organizing feature maps.
IJCNN
Willem S. van Heerden, Andries P. Engelbrecht
2008 — conf
A fuzzy ant colony optimization algorithm for topology design of distributed local area networks.
SIS
Salman A. Khan, Andries P. Engelbrecht
2008 B conf
Algorithm comparisons and the significance of population size.
IEEE Congress on Evolutionary Computation
Katherine M. Malan, Andries P. Engelbrecht
2008 B conf
CIlib: A collaborative framework for Computational Intelligence algorithms - Part I.
IJCNN
Gary Pampara, Andries P. Engelbrecht, T. Cloete
2008 B conf
CIlib: A collaborative framework for Computational Intelligence algorithms - Part II.
IJCNN
T. Cloete, Andries P. Engelbrecht, Gary Pampara
2008 B conf
Cooperative charged particle swarm optimiser.
IEEE Congress on Evolutionary Computation
Anna S. Rakitianskaia, Andries P. Engelbrecht
2008 J jnl
Evolving model trees for mining data sets with continuous-valued classes.
Expert Syst. Appl.
Gavin Potgieter, Andries P. Engelbrecht
2008 B conf
Improved differential evolution for dynamic optimization problems.
IEEE Congress on Evolutionary Computation
Mathys C. du Plessis, Andries P. Engelbrecht
2008 B conf
Measuring exploration/exploitation in particle swarms using swarm diversity.
IEEE Congress on Evolutionary Computation
Olusegun Olorunda, Andries P. Engelbrecht
2008 B conf
Multi-objective DE and PSO strategies for production scheduling.
IEEE Congress on Evolutionary Computation
Jacomine Grobler, Andries P. Engelbrecht, Venkata S. S. Yadavalli
2008 — conf
Particle swarm optimization with spatially meaningful neighbours.
SIS
James Lane, Andries P. Engelbrecht, James E. Gain
2008 J jnl
Particle swarm optimization.
Scholarpedia
Marco Dorigo, Marco Antonio Montes de Oca, Andries P. Engelbrecht
2008 J jnl
Social networks in simulated multi-robot environment.
Int. J. Intell. Comput. Cybern.
Daniel Rodic, Andries P. Engelbrecht
2008 B conf
Solving dynamic multi-objective problems with vector evaluated particle swarm optimisation.
IEEE Congress on Evolutionary Computation
Mardé Greeff, Andries P. Engelbrecht
2008 B conf
Towards a self regulating local network neighbourhood artificial immune system for data clustering.
IEEE Congress on Evolutionary Computation
A. J. Graaff, Andries P. Engelbrecht
2007 J jnl
A Comparative study of sample selection methods for classification.
ARIMA J.
Patricia E. N. Lutu, Andries P. Engelbrecht
2007 B conf
A local network neighbourhood artificial immune system for data clustering.
IEEE Congress on Evolutionary Computation
A. J. Graaff, Andries P. Engelbrecht
2007 J jnl
A new fuzzy operator and its application to topology design of distributed local area networks.
Inf. Sci.
Salman A. Khan, Andries P. Engelbrecht
2007 — conf
A starting-time-based approach to production scheduling with Particle Swarm Optimization.
CISched
Jacomine Grobler, Andries P. Engelbrecht, Johan W. Joubert, Schalk Kok
2007 J jnl
An overview of clustering methods.
Intell. Data Anal.
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2007 — conf
Barebones Particle Swarm for Integer Programming Problems.
SIS
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2007 B conf
Binary differential evolution strategies.
IEEE Congress on Evolutionary Computation
Andries P. Engelbrecht, Gary Pampara
2007 — book
Computational Intelligence: An Introduction, Second Edition.
Andries P. Engelbrecht
2007 — conf
Differential Evolution Based Particle Swarm Optimization.
SIS
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2007 B conf
Differential evolution for integer programming problems.
IEEE Congress on Evolutionary Computation
Mahamed G. H. Omran, Andries P. Engelbrecht
2007 B conf
Differential evolution in high-dimensional search spaces.
IEEE Congress on Evolutionary Computation
Olusegun Olorunda, Andries P. Engelbrecht
2007 J jnl
Empirical analysis of self-adaptive differential evolution.
Eur. J. Oper. Res.
Ayed A. Salman, Andries P. Engelbrecht, Mahamed G. H. Omran
2007 B conf
Enhancing the NichePSO.
IEEE Congress on Evolutionary Computation
Andries P. Engelbrecht, L. N. H. van Loggerenberg
2007 J jnl
Genetic algorithms for the structural optimisation of learned polynomial expressions.
Appl. Math. Comput.
Gavin Potgieter, Andries P. Engelbrecht
2007 J jnl
Locating multiple optima using particle swarm optimization.
Appl. Math. Comput.
R. Brits, Andries P. Engelbrecht, Frans van den Bergh
2007 J jnl
Particle Swarms for Linearly Constrained Optimisation.
Fundam. Informaticae
Ulrich Paquet, Andries P. Engelbrecht
2007 — conf
Particle swarm optimization: an introduction and its recent developments.
GECCO (Companion)
Xiaodong Li, Andries P. Engelbrecht
2007 B conf
Self-adaptive barebones differential evolution.
IEEE Congress on Evolutionary Computation
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2007 — conf
Tournament Particle Swarm Optimization.
CIG
Willem H. Duminy, Andries P. Engelbrecht
2006 J jnl
A comparative study of sample selection methods for classification.
South Afr. Comput. J.
Patricia E. N. Lutu, Andries P. Engelbrecht
2006 J jnl
A study of particle swarm optimization particle trajectories.
Inf. Sci.
Frans van den Bergh, Andries P. Engelbrecht
2006 B conf
Binary Differential Evolution.
IEEE Congress on Evolutionary Computation
Gary Pampara, Andries P. Engelbrecht, Nelis Franken
2006 B conf
Comparing Particle Swarm Optimisation and Genetic Algorithms for Nonlinear Mapping.
IEEE Congress on Evolutionary Computation
Auralia I. Edwards, Andries P. Engelbrecht
2006 B conf
Determining RNA Secondary Structure using Set-based Particle Swarm Optimization.
IEEE Congress on Evolutionary Computation
Marais Neethling, Andries P. Engelbrecht
2006 J jnl
Dynamic clustering using particle swarm optimization with application in image segmentation.
Pattern Anal. Appl.
Mahamed G. H. Omran, Ayed A. Salman, Andries P. Engelbrecht
2006 — conf
Niching for Dynamic Environments Using Particle Swarm Optimization.
SEAL
Isabella Schoeman, Andries P. Engelbrecht
2006 — ch.
Particle Swarm Optimization for Pattern Recognition and Image Processing.
Swarm Intelligence in Data Mining
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2006 — conf
Training Bao Game-Playing Agents using Coevolutionary Particle Swarm Optimization.
CIG
Johan Conradie, Andries P. Engelbrecht
2006 — conf
Using the Ring Neighborhood Topology with Self-adaptive Differential Evolution.
ICNC (1)
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2005 J jnl
A Color Image Quantization Algorithm Based on Particle Swarm Optimization.
Informatica (Slovenia)
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2005 — conf
CiClops: computational intelligence collaborative laboratory of pantological software.
SIS
Edwin S. Peer, Andries P. Engelbrecht, Gary Pampara, B. S. Masiye
2005 — conf
Coevolving Probabilistic Game Playing Agents using Particle Swarm Optimization Algorithm.
CIG
Evangelos Papacostantis, Andries P. Engelbrecht, Nelis Franken
2005 B conf
Combining particle swarm optimisation with angle modulation to solve binary problems.
Congress on Evolutionary Computation
Gary Pampara, Nelis Franken, Andries P. Engelbrecht
2005 J jnl
Composing linear evaluation functions from observable features.
South Afr. Comput. J.
Willem H. Duminy, Andries P. Engelbrecht
2005 B conf
Differential evolution methods for unsupervised image classification.
Congress on Evolutionary Computation
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2005 J jnl
Evolving intelligent game-playing agent.
South Afr. Comput. J.
Nelis Franken, Andries P. Engelbrecht
2005 — book
Fundamentals of Computational Swarm Intelligence.
Andries P. Engelbrecht
2005 B conf
Investigating binary PSO parameter influence on the knights cover problem.
Congress on Evolutionary Computation
Nelis Franken, Andries P. Engelbrecht
2005 — conf
Niching ability of basic particle swarm optimization algorithms.
SIS
Andries P. Engelbrecht, B. S. Masiye, G. Pampard
2005 B conf
Nonlinear mapping using particle swarm optimisation.
Congress on Evolutionary Computation
Auralia I. Edwards, Andries P. Engelbrecht, Nelis Franken
2005 J jnl
Particle swarm optimization approaches to coevolve strategies for the iterated prisoner's dilemma.
IEEE Trans. Evol. Comput.
Nelis Franken, Andries P. Engelbrecht
2005 J jnl
Particle swarm optimization method for image clustering.
Int. J. Pattern Recognit. Artif. Intell.
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2005 — conf
Self-adaptive Differential Evolution.
CIS (1)
Mahamed G. H. Omran, Ayed A. Salman, Andries P. Engelbrecht
2004 J jnl
A Cooperative Approach to Particle Swarm Optimization.
IEEE Trans. Evol. Comput.
Frans van den Bergh, Andries P. Engelbrecht
2004 J jnl
Evolving intelligent game-playing agents.
South Afr. Comput. J.
Nelis Franken, Andries P. Engelbrecht
2004 J jnl
Learning to Play Games Using a PSO-Based Competitive Learning Approach.
IEEE Trans. Evol. Comput.
L. Messerschmidt, Andries P. Engelbrecht
2004 B conf
PSO approaches to coevolve IPD strategies.
IEEE Congress on Evolutionary Computation
Nelis Franken, Andries P. Engelbrecht
2004 J jnl
Social networks as a task allocation tool for multi-robot teams.
South Afr. Comput. J.
Daniel Rodic, Andries P. Engelbrecht
2003 B conf
A new particle swarm optimiser for linearly constrained optimisation.
IEEE Congress on Evolutionary Computation
Ulrich Paquet, Andries P. Engelbrecht
2003 B conf
CIRG@UP OptiBench: a statistically sound framework for benchmarking optimisation algorithms.
IEEE Congress on Evolutionary Computation
Edwin S. Peer, Andries P. Engelbrecht, Frans van den Bergh
2003 B conf
Comparing PSO structures to learn the game of checkers from zero knowledge.
IEEE Congress on Evolutionary Computation
Nelis Franken, Andries P. Engelbrecht
2003 B conf
Data clustering using particle swarm optimization.
IEEE Congress on Evolutionary Computation
D. W. van der Merwe, Andries P. Engelbrecht
2003 — conf
Scalability of niche PSO.
SIS
R. Brits, Andries P. Engelbrecht, Frans van den Bergh
2003 — conf
Using neighbourhoods with the guaranteed convergence PSO.
SIS
Edwin S. Peer, Frans van den Bergh, Andries P. Engelbrecht
2002 — book
Computational Intelligence: An Introduction
Andries P. Engelbrecht
2002 — conf
Image Classification using Particle Swarm Optimization.
SEAL
Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed A. Salman
2002 J jnl
Supervised Training Using an Unsupervised Approach to Active Learning.
Neural Process. Lett.
Andries P. Engelbrecht, R. Brits
2001 J jnl
A new pruning heuristic based on variance analysis of sensitivity information.
IEEE Trans. Neural Networks
Andries P. Engelbrecht
2001 — conf
Selective Learning for Multilayer Feedforward Neural Networks.
IWANN (1)
Andries P. Engelbrecht
2001 J jnl
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks.
Fundam. Informaticae
Andries P. Engelbrecht
2001 J jnl
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks.
Fundam. Informaticae
Andries P. Engelbrecht
2000 J jnl
Cooperative learning in neural networks using particle swarm optimizers.
South Afr. Comput. J.
Frans van den Bergh, Andries P. Engelbrecht
2000 — conf
Global Optimization Algorithms for Training Product Unit Neural Networks.
IJCNN (1)
Adiel Ismail, Andries P. Engelbrecht
2000 J jnl
Message from the Guest Editor.
Int. J. Comput. Syst. Signals
Andries P. Engelbrecht
2000 B conf
Searching the forest: using decision trees as building blocks for evolutionary search in classification databases.
CEC
S. E. Rouwhorst, Andries P. Engelbrecht
2000 J jnl
Using the Taylor expansion of multilayer feedforward neural networks.
South Afr. Comput. J.
Andries P. Engelbrecht
1999 B conf
Approximation of a function and its derivatives in feedforward neural networks.
IJCNN
E. Basson, Andries P. Engelbrecht
1999 B conf
Incremental learning using sensitivity analysis.
IJCNN
Andries P. Engelbrecht, Ian Cloete
1999 — conf
Rule Improvement Through Decision Boundary Detection Using Sensitivity Analysis.
IWANN (2)
Andries P. Engelbrecht, Herna L. Viktor
1999 J jnl
Sensitivity Analysis for Decision Boundaries.
Neural Process. Lett.
Andries P. Engelbrecht
1999 B conf
Variance analysis of sensitivity information for pruning multilayer feedforward neural networks.
IJCNN
Andries P. Engelbrecht, L. Fletcher, Ian Cloete
1996 — conf
A sensitivity analysis algorithm for pruning feedforward neural networks.
ICNN
Andries P. Engelbrecht, Ian Cloete
1995 Misc conf
Automatic Scaling using Gamma Learning for Feedforward Neural Networks.
IWANN
Andries P. Engelbrecht, Ian Cloete, Jaco Geldenhuys, Jacek M. Zurada
1995 Misc conf
Determining the Significance of Input Parameters using Sensitivity Analysis.
IWANN
Andries P. Engelbrecht, Ian Cloete, Jacek M. Zurada
1995 — conf
Reduction of symbolic rules from artificial neural networks using sensitivity analysis.
ICNN
Herna L. Viktor, Andries P. Engelbrecht, Ian Cloete