Mardé Helbig

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Particle Swarm Optimisation

Optimisation Problems

Optimisation Algorithm

Top Venues

GECCO (Companion)

Publications

Mardé Helbig
Dynamic Multi-objective Optimisation Problems with Changes of Varying Frequency and Severity. CEC (2024)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Empirical Loss Landscape Analysis of Neural Network Activation Functions. GECCO Companion (2023)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Empirical Loss Landscape Analysis of Neural Network Activation Functions. CoRR (2023)
Adekunle Rotimi Adekoya, Mardé Helbig
Decision-Maker's Preference-Driven Dynamic Multi-Objective Optimization. Algorithms 16 (11) (2023)
Ojaswini Malhotra, Sharmistha Dey, Ernest Foo, Mardé Helbig
Cybersecurity Maturity Model Capability in Aviation and Railway Industry. ACIS (2022)
Ojaswini Malhotra, Sharmistha Dey, Ernest Foo, Mardé Helbig
Cyber Security Maturity Model Capability at The Airports. ACIS (2021)
Mardé Helbig
Dynamic multi-objective optimization: introduction, challenges, applications and future directions. GECCO Companion (2021)
Andries P. Engelbrecht, Mardé Helbig
Empirical Analysis of A Partial Dominance Approach to Many-Objective Optimisation. ISMSI (2020)
Nyiko Cecil Musisinyani, Jacomine Grobler, Mardé Helbig
Weather Downtime Prediction in a South African Port Environment. SGAI Conf. (2020)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions. Neurocomputing 400 (2020)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Loss Surface Modality of Feed-Forward Neural Network Architectures. IJCNN (2020)
Mardé Helbig, Andries P. Engelbrecht
Partial Dominance for Many-Objective Optimization. ISMSI (2020)
Bernard van Tonder, Mardé Helbig
Dynamic Multi-objective Optimisation Problems with Intertemporal Dependencies. GECCO Companion (2020)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Loss Surface Modality of Feed-Forward Neural Network Architectures. CoRR (2019)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Visualising Basins of Attraction for the Cross-Entropy and the Squared Error Neural Network Loss Functions. CoRR (2019)
Frederick Ditliac Atiah, Mardé Helbig
Effects of Decision Models on Dynamic Multi-objective Optimization Algorithms for Financial Markets. CEC (2019)
Mardé Helbig, Heiner Zille, Mahrokh Javadi, Sanaz Mostaghim
Performance of dynamic algorithms on the dynamic distance minimization problem. GECCO (Companion) (2019)
Rohan Hemansu Chhipa, Mardé Helbig
Comparison of Constraint Handling Approaches in Multi-objective Optimization. ICAISC (1) (2018)
Mardé Helbig
Visualising the search process for multi-objective optimisation. GECCO (Companion) (2018)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Progressive gradient walk for neural network fitness landscape analysis. GECCO (Companion) (2018)
Frederick Ditliac Atiah, Mardé Helbig
Dynamic Particle Swarm Optimization for Financial Markets. SSCI (2018)
Bayanda Chakuma, Mardé Helbig
Visualizing the Optimization Process for Multi-objective Optimization Problems. ICAISC (1) (2018)
Anna S. Bosman, Andries P. Engelbrecht, Mardé Helbig
Fitness Landscape Analysis of Weight-Elimination Neural Networks. Neural Process. Lett. 48 (1) (2018)
Armand Maree, Marius Riekert, Mardé Helbig
Deriving Functions for Pareto Optimal Fronts Using Genetic Programming. ICAISC (1) (2018)
Zühnja Riekert, Mardé Helbig
Solving Inverse Kinematics with Vector Evaluated Particle Swarm Optimization. ICSI (1) (2017)
Frikkie Snyman, Mardé Helbig
Solving Constrained Multi-objective Optimization Problems with Evolutionary Algorithms. ICSI (2) (2017)
R. Adekoya Adekunle, Mardé Helbig
A differential evolution algorithm for dynamic multi-objective optimization. SSCI (2017)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Search space boundaries in neural network error landscape analysis. SSCI (2016)
Mardé Helbig, Kalyanmoy Deb, Andries P. Engelbrecht
Key challenges and future directions of dynamic multi-objective optimisation. CEC (2016)
Dieter Doman, Mardé Helbig, Andries P. Engelbrecht
Heterogeneous Vector-Evaluated Particle Swarm Optimisation in Static Environments. ICSI (1) (2016)
Mardé Helbig
Padding the dimensions for knowledge transfer in the dynamic vector evaluated particle swarm optimisation algorithm. SSCI (2016)
Mardé Helbig, Andries P. Engelbrecht
The Effect of Quantum and Charged Particles on the Performance of the Dynamic Vector-evaluated Particle Swarm Optimisation Algorithm. GECCO (2015)
Mardé Helbig, Andries P. Engelbrecht
Dynamic Vector-Evaluated PSO with Guaranteed Convergence in the Sub-Swarms. SSCI (2015)
Mardé Helbig, Andries P. Engelbrecht
Influence of the archive size on the performance of the dynamic vector evaluated particle swarm optimisation algorithm solving dynamic multi-objective optimisation problems. CEC (2015)
Mardé Helbig, Andries P. Engelbrecht
Using Headless Chicken Crossover for Local Guide Selection When Solving Dynamic Multi-objective Optimization. NaBIC (2015)
Mardé Helbig
Updating the Global Best and Archive Solutions of the Dynamic Vector-Evaluated PSO Algorithm Using \epsilon ϵ -dominance. NaBIC (2015)
Mardé Helbig, Andries P. Engelbrecht
Using heterogeneous knowledge sharing strategies with dynamic vector-evaluated particle swarm optimisation. SIS (2014)
Mardé Helbig, Andries P. Engelbrecht
Benchmarks for dynamic multi-objective optimisation algorithms. ACM Comput. Surv. 46 (3) (2014)
Mardé Helbig, Andries P. Engelbrecht
Heterogeneous dynamic vector evaluated particle swarm optimisation for dynamic multi-objective optimisation. IEEE Congress on Evolutionary Computation (2014)
Mardé Helbig, Andries P. Engelbrecht
Population-based metaheuristics for continuous boundary-constrained dynamic multi-objective optimisation problems. Swarm Evol. Comput. 14 (2014)
Mardé Helbig, Andries P. Engelbrecht
Performance measures for dynamic multi-objective optimisation algorithms. Inf. Sci. 250 (2013)
Mardé Helbig, Andries P. Engelbrecht
Issues with performance measures for dynamic multi-objective optimisation. CIDUE (2013)
Mardé Helbig, Andries P. Engelbrecht
Benchmarks for dynamic multi-objective optimisation. CIDUE (2013)
Mardé Helbig, Andries P. Engelbrecht
Analysing the performance of dynamic multi-objective optimisation algorithms. IEEE Congress on Evolutionary Computation (2013)
Mardé Helbig, Andries P. Engelbrecht
Analyses of guide update approaches for vector evaluated particle swarm optimisation on dynamic multi-objective optimisation problems. IEEE Congress on Evolutionary Computation (2012)
Mardé Helbig, Andries P. Engelbrecht
Archive management for dynamic multi-objective optimisation problems using vector evaluated particle swarm optimisation. IEEE Congress on Evolutionary Computation (2011)