Swagatam Das

Research interests

Publications

• An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges

  Artificial Intelligence Review · 2023 · https://doi.org/10.1007/s10462-023-10470-y

• A Benchmark-Suite of real-World constrained multi-objective optimization problems and some baseline results

  Swarm and Evolutionary Computation · 2021 · 10.1016/j.swevo.2021.100961

• Performance assessment of the metaheuristic optimization algorithms: an exhaustive review

  Artificial Intelligence Review · 2020 · 10.1007/s10462-020-09906-6

• 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

• A survey of swarm and evolutionary computing approaches for deep learning

  Artificial Intelligence Review · 2019 · 10.1007/s10462-019-09719-2

• Generative Adversarial Minority Oversampling

  · 2019 · 10.1109/iccv.2019.00178

• Handling data irregularities in classification: Foundations, trends, and future challenges

  Pattern Recognition · 2018 · 10.1016/j.patcog.2018.03.008

• Recent advances in differential evolution – An updated survey

  Swarm and Evolutionary Computation · 2016 · https://doi.org/10.1016/j.swevo.2016.01.004

• Inducing Niching Behavior in Differential Evolution Through Local Information Sharing

  IEEE Transactions on Evolutionary Computation · 2014 · 10.1109/tevc.2014.2313659

• A dynamic neighborhood learning based particle swarm optimizer for global numerical optimization

  Information Sciences · 2012 · 10.1016/j.ins.2012.04.028

• A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization

  IEEE Transactions on Evolutionary Computation · 2012 · 10.1109/tevc.2012.2203138

• Multi-sensor data fusion using support vector machine for motor fault detection

  Information Sciences · 2012 · 10.1016/j.ins.2012.06.016

• Real-parameter evolutionary multimodal optimization — A survey of the state-of-the-art

  Swarm and Evolutionary Computation · 2011 · 10.1016/j.swevo.2011.05.005

• 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

• Exploratory Power of the Harmony Search Algorithm: Analysis and Improvements for Global Numerical Optimization

  IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2010 · 10.1109/tsmcb.2010.2046035

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

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

• Bacterial Foraging Optimization Algorithm: Theoretical Foundations, Analysis, and Applications

  Studies in computational intelligence · 2009 · 10.1007/978-3-642-01085-9_2

• Differential Evolution Using a Neighborhood-Based Mutation Operator

  IEEE Transactions on Evolutionary Computation · 2009 · https://doi.org/10.1109/tevc.2008.2009457

• Adaptive Computational Chemotaxis in Bacterial Foraging Optimization: An Analysis

  IEEE Transactions on Evolutionary Computation · 2009 · 10.1109/tevc.2009.2021982

• Design of fractional-order PIλDμ controllers with an improved differential evolution

  Engineering Applications of Artificial Intelligence · 2008 · 10.1016/j.engappai.2008.06.003

• Particle Swarm Optimization and Differential Evolution Algorithms: Technical Analysis, Applications and Hybridization Perspectives

  Studies in computational intelligence · 2008 · 10.1007/978-3-540-78297-1_1

• Automatic Clustering Using an Improved Differential Evolution Algorithm

  IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2007 · https://doi.org/10.1109/tsmca.2007.909595

• Synergy of PSO and Bacterial Foraging Optimization — A Comparative Study on Numerical Benchmarks

  Advances in intelligent and soft computing · 2007 · 10.1007/978-3-540-74972-1_34

• Two improved differential evolution schemes for faster global search

  · 2005 · 10.1145/1068009.1068177

Current projects

No projects listed.