Michael Johnstone

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 14

Top Topics

Multi Objective

Evolutionary Algorithm

Neighborhood Information

Top Venues

Expert Syst. Appl.

Publications

Burhan Khan, Michael Johnstone, Douglas C. Creighton
A Many-objective Evolutionary Algorithm Approach for Graph Visualization. SysCon (2024)
Yit Hong Choo, Zheng Cai, Vu Le, Michael Johnstone, Douglas C. Creighton, Chee Peng Lim
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation. Soft Comput. 27 (22) (2023)
Haafizah Rameeza Shaukat, Bruce Gunn, Michael Johnstone, Douglas C. Creighton
Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging. IEEA (2023)
Ngoc Duy Nguyen, Thanh Nguyen, Nhat Truong Pham, Hai Nguyen, Dang Tu Nguyen, Thanh Thi Nguyen, Chee Peng Lim, Michael Johnstone, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
Towards designing a generic and comprehensive deep reinforcement learning framework. Appl. Intell. 53 (3) (2023)
Bruce Gunn, Imali T. Hettiarachchi, Michael Johnstone, Vu Le, Douglas C. Creighton, Luke Preston
Improving high value manufacturing with simulation-based Bayesian Optimisation. SysCon (2022)
James Zhang, Michael Johnstone, Vu Le, Burhan Khan, Mohammad Anwar Hosen, Douglas C. Creighton, Jessica Carney, Andy Wilson, Michael Lynch
Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling. Expert Syst. Appl. 186 (2021)
Muhammad Umer Hashmi, Ngoc Duy Nguyen, Michael Johnstone, Kathryn Backholer, Asim Bhatti
Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms. FDSE (2021)
Joshua Hayward, Saraya Morton, Michael Johnstone, Douglas C. Creighton, Steven Allender
Tools and analytic techniques to synthesise community knowledge in CBPR using computer-mediated participatory system modelling. npj Digit. Medicine 3 (2020)
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
A scalarization-based dominance evolutionary algorithm for many-objective optimization. Inf. Sci. 474 (2019)
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
An Improved Scalarization-based Dominance Evolutionary Algorithm for Many-Objective Optimization. SysCon (2019)
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
Multi-objective job shop scheduling using i-NSGA-III. SysCon (2018)
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
A new decomposition-based evolutionary framework for many-objective optimization. SysCon (2017)
Samer Hanoun, James Zhang, Vu Le, Burhan Khan, Michael Johnstone, Michael Fielding, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
A framework for designing active Pan-Tilt-Zoom (PTZ) camera networks for surveillance applications. SysCon (2017)
Burhan Khan, Michael Johnstone, Samer Hanoun, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
Improved NSGA-III using neighborhood information and scalarization. SMC (2016)
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
Simulation-based baggage handling system merge analysis. Simul. Model. Pract. Theory 53 (2015)
Burhan Khan, Asim Bhatti, Michael Johnstone, Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi
Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm. ICONIP (2) (2015)
Ana Novak, Luke Tracey, Vivian Nguyen, Michael Johnstone, Vu Le, Douglas C. Creighton
Evaluation of tender solutions for aviation training using discrete event simulation and best performance criteria. WSC (2015)
Michael Johnstone, Vu Thanh Le, James Zhang, Bruce Gunn, Saeid Nahavandi, Douglas C. Creighton
A dynamic time warped clustering technique for discrete event simulation-based system analysis. Expert Syst. Appl. 42 (21) (2015)
Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
Dynamic control of skilled and unskilled labour task assignments. AIM (2013)
Gleb Beliakov, Douglas C. Creighton, Michael Johnstone, Tim Wilkin
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers. Comput. Phys. Commun. 184 (8) (2013)
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
A novel modular Q-learning architecture to improve performance under incomplete learning in a grid soccer game. Eng. Appl. Artif. Intell. 26 (9) (2013)
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
Intelligent Traffic Light Control of Isolated Intersections Using Machine Learning Methods. SMC (2013)
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
Q-learning method for controlling traffic signal phase time in a single intersection. ITSC (2013)
Samer Hanoun, Burhan Khan, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility. INDIN (2013)
Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units. Computing 95 (4) (2013)
James Zhang, Vu Le, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
Discrete Event Simulation Enabled High Level Emulation of a Distribution Centre. UKSim (2012)
Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
A generalised data analysis approach for baggage handling systems simulation. SMC (2012)
Gleb Beliakov, Michael Johnstone, Saeid Nahavandi
Computing of high breakdown regression estimators without sorting on graphics processing units. Computing 94 (5) (2012)
Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin
Parallel random variates generator for GPUs based on normal numbers CoRR (2012)
Vivian Campbell, Michael Johnstone
The Significance of Learning Style with Respect to Achievement in First Year Programming Students. Australian Software Engineering Conference (2010)
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
Status-based Routing in Baggage Handling Systems: Searching Verses Learning. IEEE Trans. Syst. Man Cybern. Part C 40 (2) (2010)
Michael Johnstone, Vu Le, Saeid Nahavandi, Douglas C. Creighton
A Dynamic Architecture for Increased Passenger Queue Model Fidelity. WSC (2009)
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
Enabling industrial scale simulation/emulation models. WSC (2007)