Nelishia Pillay

University of Pretoria — South Africa

Computer Science · Physical Sciences

24h-index2.0kcitations194works1.32yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(77), Evolutionary Algorithms and Applications(59), Scheduling and Timetabling Solutions(46), Vehicle Routing Optimization Methods(41), Advanced Multi-Objective Optimization Algorithms(22)

Publications194 total

A Hyper-heuristic Approach to Bi-space Search for Bin Packing Problems
Lecture notes in computer science·2026
A structure-based genetic programming generation constructive hyper-heuristic with transfer learning for combinatorial optimisation
Genetic Programming and Evolvable Machines·2025
A selection perturbative hyper-heuristic for neural architecture search
Neural Networks·2025· 1 citedOpen Access
Advances in Evolutionary Hyper-Heuristics
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025· 1 citedOpen Access
Artificial Intelligence for Critical Infrastructure Systems: Past, Present and Future
2025
Guest Editorial Machine-Learning-Assisted Evolutionary Computation
IEEE Transactions on Evolutionary Computation·2025· 1 cited
SPARCQ: Enhancing Scalability and Adaptability of Proactive Edge Caching Through Q-Learning
IEEE Access·2025· 2 citedOpen Access
Hybridising Genetic Programming Variants for Regression
Lecture notes in computer science·2025
Adaptive and Multi-Level Metaheuristics
2025
A Comparison of Genetic Programming and Grammatical Evolution for the Generation of Fuzzy ART Choice Functions
Lecture notes in computer science·2025
A Study of Classifiers for Marking Short Answers in Intelligent Tutoring Systems
Lecture notes in computer science·2025
Evolving Velocity Equations for Particle Swarm Optimisation for Function Approximation
Lecture notes in computer science·2025
Machine Learning for Evolutionary Computation - the Vehicle Routing Problems Competition
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2024Open Access
Transfer Learning in Evolutionary Spaces
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2024· 1 cited
Dynamic Neural Architecture Search for Image Classification
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2024
Dynamic Function Generation for Text Classification
2024· 1 cited
Dynamic Algorithm Composition for Image Segmentation
2024
Tailoring Metaheuristics for Designing Thermodynamic-Optimal Cooling Devices for Microelectronic Thermal Management Applications
2024
A Study of the Generalisability of CNNs for Disease Prediction
2024
Analysing hyper-heuristics based on Neural Networks for the automatic design of population-based metaheuristics in continuous optimisation problems
Swarm and Evolutionary Computation·2024· 4 cited
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Frequent Co-authors

Rong Qu(7), Rushil Raghavjee(5), Wolfgang Banzhaf(4), Thambo Nyathi(2), Jorge M. Cruz‐Duarte(2), José Carlos Ortíz-Bayliss(2), Iván Amaya(2), Dave K. Berger(2), Emilio Singh(1), Vikash Jugoo(1), Gerhard F. Post(1), Jeffrey H. Kingston(1), Samad Ahmadi(1), Sophia Daskalaki(1), Christos Gogos(1), Jari Kyngäs(1), Cimmo Nurmi(1), Nysret Musliu(1), Haroldo Gambini Santos(1), Andrea Schaerf(1)