Mohammad Reza Bonyadi

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Zbigniew MichalewiczChief Scientist, ComplexicaVerified email at adelaide.edu.au
Omid KaveheiThe University of SydneyVerified email at sydney.edu.au
Levin KuhlmannSenior Lecturer in Data Science and Digital Health, Faculty of Information Technology, MonashVerified email at monash.edu
Frank NeumannOptimisation and Logistics, School of ComputerVerified email at adelaide.edu.au
Mohsen Ebrahimi MoghaddamProfessor, Faculty of Computer science and Engineering, Shahid Beheshti University, IranVerified email at sbu.ac.ir
Markus WagnerAssociate Professor of Computer Science, The University of AdelaideVerified email at adelaide.edu.au
Mostafa Rahimi AzghadiSenior Lecturer, Electronic & Computer Engineering; Head, Neural Inspired Computing and EngineeringVerified email at jcu.edu.au
Sergey Polyakovskiy School of Computer Science, The University of AdelaideVerified email at adelaide.edu.au
Xiang LiSchool of Computer Science, RMIT UniversityVerified email at rmit.edu.au
Adam WierzbickiProfessor of Polish-Japanese Institute of Information Technology (PJIIT)Verified email at pjwstk.edu.pl
Ebrahim Afjeishahid Beheshi universityVerified email at sbu.ac.ir
Hamed Shah-HosseiniDepartment of Computer Engineering, Science & Research BranchVerified email at srbiau.ac.ir
Marcus GallagherUniversity of QueenslandVerified email at uq.edu.au
Dorival PedrosoThe University of QueenslandVerified email at uq.edu.au
Mohammad SayyafzadehThe University of AdelaideVerified email at adelaide.edu.au
Alireza salmachiThe university of AdelaideVerified email at asp.adelaide.edu.au
Manouchehr HaghighiAProf of Petroleum Engineering, University of AdelaideVerified email at asp.adelaide.edu.au
Hossein RahmaniSenior Lecturer, Lancaster UniversityVerified email at lancaster.ac.uk
Morteza Nikooghadam (Nikoughadam)Associate Professor, Department of Computer Engineering, Imamreza University, MashhadVerified email at imamreza.ac.ir
Ali ZakerolhosseiniShahid Beheshti UniversityVerified email at sbu.ac.ir

Mohammad Reza Bonyadi

Principal Advisor, Data Science, Rio Tinto

Verified email at riotinto.com - Homepage

Prediction and signal processing Swarm intelligence Constrained optimization


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Particle swarm optimization for single objective continuous space problems: a review MR Bonyadi, Z Michalewicz Evolutionary computation 25 (1), 1-54, 2017	386	2017
Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram ND Truong, AD Nguyen, L Kuhlmann, MR Bonyadi, J Yang, S Ippolito, ... Neural Networks 105, 104-111, 2018	174	2018
The travelling thief problem: The first step in the transition from theoretical problems to realistic problems MR Bonyadi, Z Michalewicz, L Barone 2013 IEEE Congress on Evolutionary Computation, 1037-1044, 2013	127	2013
A comprehensive benchmark set and heuristics for the traveling thief problem S Polyakovskiy, MR Bonyadi, M Wagner, Z Michalewicz, F Neumann Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014	104	2014
Analysis of stability, local convergence, and transformation sensitivity of a variant of particle swarm optimization algorithm M Bonyadi, Z Michalewicz IEEE Transactions on Evolutionary Computation 20 (3), 370-385, 2016	90	2016
Population-Based Optimization Algorithms for Solving the Travelling Salesman Problem MR Bonyadi, MR Azghadi, H Shah-Hosseini Travelling Salesman Problem, 202-236, 2008	77*	2008
A locally convergent rotationally invariant particle swarm optimization algorithm MR Bonyadi, Z Michalewicz Swarm intelligence 8 (3), 159-198, 2014	75	2014
Stability analysis of the particle swarm optimization without stagnation assumption M Bonyadi, Z Michalewicz IEEE Transactions on Evolutionary Computation 20, 814-819, 2016	73	2016
An analysis of the velocity updating rule of the particle swarm optimization algorithm MR Bonyadi, Z Michalewicz, X Li Journal of Heuristics 20 (4), 417-452, 2014	66	2014
Impacts of coefficients on movement patterns in the particle swarm optimization algorithm M Bonyadi, Z Michalewicz IEEE Transactions on Evolutionary Computation, 2017	56	2017
Socially inspired algorithms for the travelling thief problem MR Bonyadi, Z Michalewicz, MR Przybylek, A Wierzbicki Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014	56	2014
Logic optimization for majority gate-based nanoelectronic circuits based on genetic algorithm MR Bonyadi, SMR Azghadi, NM Rad, K Navi, E Afjei 2007 International Conference on Electrical Engineering, 1-5, 2007	56	2007
A generalised seizure prediction with convolutional neural networks for intracranial and scalp electroencephalogram data analysis ND Truong, AD Nguyen, L Kuhlmann, MR Bonyadi, J Yang, O Kavehei arXiv preprint arXiv:1707.01976, 2017	42	2017
A bipartite genetic algorithm for multi-processor task scheduling MR Bonyadi, ME Moghaddam International Journal of Parallel Programming 37 (5), 462-487, 2009	41	2009
Evolutionary computation for multicomponent problems: opportunities and future directions MR Bonyadi, Z Michalewicz, M Wagner, F Neumann Optimization in Industry, 13-30, 2019	40	2019
A hybrid particle swarm with a time-adaptive topology for constrained optimization MR Bonyadi, X Li, Z Michalewicz Swarm and Evolutionary Computation 18, 22-37, 2014	40	2014
Supervised learning in automatic channel selection for epileptic seizure detection ND Truong, L Kuhlmann, MR Bonyadi, J Yang, A Faulks, O Kavehei Expert Systems with Applications 86, 199-207, 2017	38	2017
Unfolding the neutron spectrum of a NE213 scintillator using artificial neural networks AS Ido, MR Bonyadi, GR Etaati, M Shahriari Applied Radiation and isotopes 67 (10), 1912-1918, 2009	36	2009
A hybrid particle swarm with velocity mutation for constraint optimization problems M Bonyadi, X Li, Z Michalewicz Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013	33	2013
Gender classification based on feedforward backpropagation neural network SMR Azghadi, MR Bonyadi, H Shahhosseini IFIP International Conference on Artificial Intelligence Applications and …, 2007	29	2007

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