Mohammad Reza Bonyadi

According to our database, Mohammad Reza Bonyadi authored at least 45 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Self-Punishment and Reward Backfill for Deep Q-Learning.

Mohammad Reza Bonyadi, Rui Wang, Maryam Ziaei

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Autodecompose: A generative self-supervised model for semantic decomposition.

Mohammad Reza Bonyadi

CoRR, 2023

2020

A Theoretical Guideline for Designing an Effective Adaptive Particle Swarm.

Mohammad Reza Bonyadi

IEEE Trans. Evol. Comput., 2020

2019

Optimization of Distributions Differences for Classification.

Mohammad Reza Bonyadi, Quang Minh Tieng, David C. Reutens

IEEE Trans. Neural Networks Learn. Syst., 2019

Optimal-Margin Evolutionary Classifier.

Mohammad Reza Bonyadi, David C. Reutens

IEEE Trans. Evol. Comput., 2019

Epileptic Seizure Forecasting With Generative Adversarial Networks.

Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Damien Querlioz, Luping Zhou, Omid Kavehei

IEEE Access, 2019

Evolutionary Computation for Multicomponent Problems: Opportunities and Future Directions.

Mohammad Reza Bonyadi, Zbigniew Michalewicz, Markus Wagner, Frank Neumann

Proceedings of the Optimization in Industry, Present Practices and Future Scopes., 2019

2018

Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram.

Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Samuel J. Ippolito, Omid Kavehei

Neural Networks, 2018

Integer Convolutional Neural Network for Seizure Detection.

Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Samuel James Ippolito, Omid Kavehei

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

Semi-supervised Seizure Prediction with Generative Adversarial Networks.

Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Omid Kavehei

CoRR, 2018

2017

Impacts of Coefficients on Movement Patterns in the Particle Swarm Optimization Algorithm.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

IEEE Trans. Evol. Comput., 2017

Ahura: A Heuristic-Based Racer for the Open Racing Car Simulator.

Mohammad Reza Bonyadi, Zbigniew Michalewicz, Samadhi Nallaperuma, Frank Neumann

IEEE Trans. Comput. Intell. AI Games, 2017

Supervised learning in automatic channel selection for epileptic seizure detection.

Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Andrew Faulks, Omid Kavehei

Expert Syst. Appl., 2017

Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

Evol. Comput., 2017

Linear centralization classifier.

Mohammad Reza Bonyadi, Viktor Vegh, David C. Reutens

CoRR, 2017

A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis.

Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Omid Kavehei

CoRR, 2017

Parallel evolutionary algorithm for single and multi-objective optimisation: Differential evolution and constraints handling.

Dorival M. Pedroso, Mohammad Reza Bonyadi, Marcus Gallagher

Appl. Soft Comput., 2017

2016

Evolutionary Computation for Real-World Problems.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

Proceedings of the Challenges in Computational Statistics and Data Mining, 2016

Stability Analysis of the Particle Swarm Optimization Without Stagnation Assumption.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

IEEE Trans. Evol. Comput., 2016

Analysis of Stability, Local Convergence, and Transformation Sensitivity of a Variant of the Particle Swarm Optimization Algorithm.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

IEEE Trans. Evol. Comput., 2016

Evolutionary computation for multicomponent problems: opportunities and future directions.

Mohammad Reza Bonyadi, Zbigniew Michalewicz, Frank Neumann, Markus Wagner

CoRR, 2016

2014

A hybrid particle swarm with a time-adaptive topology for constrained optimization.

Mohammad Reza Bonyadi, Xiang Li, Zbigniew Michalewicz

Swarm Evol. Comput., 2014

A locally convergent rotationally invariant particle swarm optimization algorithm.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

Swarm Intell., 2014

An analysis of the velocity updating rule of the particle swarm optimization algorithm.

Mohammad Reza Bonyadi, Zbigniew Michalewicz, Xiaodong Li

J. Heuristics, 2014

Beyond the Edge of Feasibility: Analysis of Bottlenecks.

Mohammad Reza Bonyadi, Zbigniew Michalewicz, Markus Wagner

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

A comprehensive benchmark set and heuristics for the traveling thief problem.

Sergey Polyakovskiy, Mohammad Reza Bonyadi, Markus Wagner, Zbigniew Michalewicz, Frank Neumann

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

EVOR: an online evolutionary algorithm for car racing games.

Samadhi Nallaperuma, Frank Neumann, Mohammad Reza Bonyadi, Zbigniew Michalewicz

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Socially inspired algorithms for the travelling thief problem.

Mohammad Reza Bonyadi, Zbigniew Michalewicz, Michal Roman Przybylek, Adam Wierzbicki

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

SPSO 2011: analysis of stability; local convergence; and rotation sensitivity.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

On the edge of feasibility: A case study of the particle swarm optimizer.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

A hybrid particle swarm with velocity mutation for constraint optimization problems.

Mohammad Reza Bonyadi, Xiang Li, Zbigniew Michalewicz

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Solving a real-world wheat blending problem using a hybrid evolutionary algorithm.

Xiang Li, Mohammad Reza Bonyadi, Zbigniew Michalewicz, Luigi Barone

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

The travelling thief problem: The first step in the transition from theoretical problems to realistic problems.

Mohammad Reza Bonyadi, Zbigniew Michalewicz, Luigi Barone

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A new discrete electromagnetism-based meta-heuristic for solving the multidimensional knapsack problem using genetic operators.

Mohammad Reza Bonyadi, Xiaodong Li

Oper. Res., 2012

An Immune-based Genetic Algorithm with Reduced Search Space Coding for Multiprocessor Task Scheduling Problem.

Mohsen Ebrahimi Moghaddam, Mohammad Reza Bonyadi

Int. J. Parallel Program., 2012

A fast particle swarm optimization algorithm for the multidimensional knapsack problem.

Mohammad Reza Bonyadi, Zbigniew Michalewicz

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Hardware design of a new genetic based disk scheduling method.

Hossein Rahmani, Mohammad Reza Bonyadi, Amir Momeni, Mohsen Ebrahimi Moghaddam, Maghsoud Abbaspour

Real Time Syst., 2011

A Nonuniform High-Quality Image Compression Method to Preserve User-Specified Compression Ratio.

Mohammad Reza Bonyadi, Mohsen Ebrahimi Moghaddam

Int. J. Image Graph., 2011

2010

A genetic based disk scheduling method to decrease makespan and missed tasks.

Mohammad Reza Bonyadi, Hossein Rahmani, Mohsen Ebrahimi Moghaddam

Inf. Syst., 2010

A dynamic max-min ant system for solving the travelling salesman problem.

Mohammad Reza Bonyadi, Hamed Shah-Hosseini

Int. J. Bio Inspired Comput., 2010

2009

A Bipartite Genetic Algorithm for Multi-processor Task Scheduling.

Mohammad Reza Bonyadi, Mohsen Ebrahimi Moghaddam

Int. J. Parallel Program., 2009

DEM: A discrete electromagnetism-like mechanism for solving discrete problems.

Omid AghaLatifi, Mohammad Reza Bonyadi

Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

2008

A hybrid multiprocessor task scheduling method based on immune genetic algorithm.

Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Sara Hashemi, Mohsen Ebrahimi Moghaddam

Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, 2008

2007

Solving Traveling Salesman Problem Using Combinational Evolutionary Algorithm.

Mohammad Reza Bonyadi, Mostafa Rahimi Azghadi, Hamed Shah-Hosseini

Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007

Gender Classification Based on FeedForward Backpropagation Neural Network.

Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Hamed Shah-Hosseini

Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007