P. Stephan Heyns

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 7

Top Topics

Objective Function

Optimization Algorithm

Gaussian Process

Health Management

Top Venues

IEEE Congress on Evolutionary Computation

IEEE Trans. Evol. Comput.

Publications

Ryan Balshaw, P. Stephan Heyns, Daniel N. Wilke, Stephan Schmidt
A spectral regularisation framework for latent variable models designed for single channel applications. CoRR (2023)
Ricardo Ludeke, P. Stephan Heyns
Towards a Deep Reinforcement Learning based approach for real time decision making and resource allocation for Prognostics and Health Management applications. ICPHM (2023)
Bradley Dean Collins, P. Stephan Heyns, Schalk Kok, Daniel N. Wilke
Application of Anti-Diagonal Averaging in Response Reconstruction. Symmetry 13 (7) (2021)
Stephan Schmidt, Radoslaw Zimroz, Fakher Chaari, P. Stephan Heyns, Mohamed Haddar
A Simple Condition Monitoring Method for Gearboxes Operating in Impulsive Environments. Sensors 20 (7) (2020)
Sylvester A. Aye, P. Stephan Heyns
Prognostics of slow speed bearings using a composite integrated Gaussian process regression model. Int. J. Prod. Res. 56 (14) (2018)
Antoine S. D. Dymond, Schalk Kok, P. Stephan Heyns
MOTA: A Many-Objective Tuning Algorithm Specialized for Tuning under Multiple Objective Function Evaluation Budgets. Evol. Comput. 25 (1) (2017)
Antoine S. D. Dymond, Andries P. Engelbrecht, Schalk Kok, P. Stephan Heyns
Tuning Optimization Algorithms Under Multiple Objective Function Evaluation Budgets. IEEE Trans. Evol. Comput. 19 (3) (2015)
Burkhard H. Freyer, P. Stephan Heyns, Nico J. Theron
Comparing orthogonal force and unidirectional strain component processing for tool condition monitoring. J. Intell. Manuf. 25 (3) (2014)
Antoine S. D. Dymond, Schalk Kok, P. Stephan Heyns
The sensitivity of multi-objective optimization algorithm performance to objective function evaluation budgets. IEEE Congress on Evolutionary Computation (2013)
Sukhomay Pal, P. Stephan Heyns, Burkhard H. Freyer, Nico J. Theron, Surjya K. Pal
Tool wear monitoring and selection of optimum cutting conditions with progressive tool wear effect and input uncertainties. J. Intell. Manuf. 22 (4) (2011)
Antoine S. D. Dymond, Andries P. Engelbrecht, P. Stephan Heyns
The sensitivity of single objective optimization algorithm control parameter values under different computational constraints. IEEE Congress on Evolutionary Computation (2011)