Ponnuthurai Nagaratnam Suganthan

Research interests

Publications

• Ensemble deep learning: A review

  Engineering Applications of Artificial Intelligence · 2022 · 10.1016/j.engappai.2022.105151

• A test-suite of non-convex constrained optimization problems from the real-world and some baseline results

  Swarm and Evolutionary Computation · 2020 · 10.1016/j.swevo.2020.100693

• Bio-inspired computation: Where we stand and what's next

  Swarm and Evolutionary Computation · 2019 · 10.1016/j.swevo.2019.04.008

• Ensemble sinusoidal differential covariance matrix adaptation with Euclidean neighborhood for solving CEC2017 benchmark problems

  · 2017 · 10.1109/cec.2017.7969336

• Optimal power flow solutions incorporating stochastic wind and solar power

  Energy Conversion and Management · 2017 · 10.1016/j.enconman.2017.06.071

• Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article]

  IEEE Computational Intelligence Magazine · 2016 · 10.1109/mci.2015.2471235

• Recent advances in differential evolution – An updated survey

  Swarm and Evolutionary Computation · 2016 · 10.1016/j.swevo.2016.01.004

• Heterogeneous comprehensive learning particle swarm optimization with enhanced exploration and exploitation

  Swarm and Evolutionary Computation · 2015 · 10.1016/j.swevo.2015.05.002

• Differential evolution with multi-population based ensemble of mutation strategies

  Information Sciences · 2015 · 10.1016/j.ins.2015.09.009

• Problem Definitions and Evaluation Criteria for the CEC 2013 Special Session on Real-Parameter Optimization

  · 2013

• Multiobjective evolutionary algorithms: A survey of the state of the art

  Swarm and Evolutionary Computation · 2011 · https://doi.org/10.1016/j.swevo.2011.03.001

• An Adaptive Differential Evolution Algorithm With Novel Mutation and Crossover Strategies for Global Numerical Optimization

  IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2011 · 10.1109/tsmcb.2011.2167966

• A discrete artificial bee colony algorithm for the lot-streaming flow shop scheduling problem

  Information Sciences · 2010 · 10.1016/j.ins.2009.12.025

• Differential Evolution: A Survey of the State-of-the-Art

  IEEE Transactions on Evolutionary Computation · 2010 · https://doi.org/10.1109/tevc.2010.2059031

• Problem Definitions and Evaluation Criteria for the CEC 2010 Competition on Constrained Real- Parameter Optimization

  · 2010

• Differential evolution algorithm with ensemble of parameters and mutation strategies

  Applied Soft Computing · 2010 · 10.1016/j.asoc.2010.04.024

• Multiobjective optimization Test Instances for the CEC 2009 Special Session and Competition

  · 2009

• Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization

  IEEE Transactions on Evolutionary Computation · 2008 · https://doi.org/10.1109/tevc.2008.927706

• Benchmark Functions for the CEC'2008 Special Session and Competition on Large Scale Global Optimization

  · 2008

• Comprehensive learning particle swarm optimizer for global optimization of multimodal functions

  IEEE Transactions on Evolutionary Computation · 2006 · https://doi.org/10.1109/tevc.2005.857610

• Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization

  Journal · 2005

• Dynamic multi-swarm particle swarm optimizer

  · 2005 · 10.1109/sis.2005.1501611

• Self-adaptive Differential Evolution Algorithm for Numerical Optimization

  · 2005 · 10.1109/cec.2005.1554904

• Evolutionary extreme learning machine

  Pattern Recognition · 2005 · 10.1016/j.patcog.2005.03.028

• Particle swarm optimiser with neighbourhood operator

  · 2003 · 10.1109/cec.1999.785514

Current projects

No projects listed.