Optimization, specially Evolutionary Algorithms for multi-objective combinatorial optimization problems
Mechanical Design
Research Publications (selected five):
Deka, D. and Datta, D. Optimization of unit commitment problem with ramp-rate constraint and wrap-around scheduling. Electric Power Systems Research, 177, 2019. DOI: https://doi.org/10.1016/j.epsr.2019.105948.
Kalita, Z., Datta, D., and Palubeckis, G. Bi-objective corridor allocation problem using a permutation-based genetic algorithm hybridized with a local search technique. Soft Computing, 23(3), pp. 961-986, 2019. DOI: https://doi.org/10.1007/s00500-017-2807-0.
Datta, D. Comments on "Multi-objective optimization of double effect series and parallel flow water-lithium chloride and water-lithium bromide absorption refrigeration systems" by Konwar et al. [Energy Convers. Manage. 180 (2019) 425-441]. Energy Conversion and Management, 185, pp. 935-937, 2019. DOI: https://doi.org/10.1016/j.enconman.2018.12.107.
Deka, A. and Datta, D. Multi-objective optimization of annular fin array subject to thermal load. Journal of Thermophysics and Heat Transfer, 33(1), pp. 254-263, 2019. DOI: https://doi.org/10.2514/1.T5394.
Kalita, Z. and Datta, D. A constrained single-row facility layout problem. International Journal of Advanced Manufacturing Technology, 98(5--8), pp. 2173-2184, 2018. DOI: https://doi.org/10.1007/s00170-018-2370-6.
Papers in Conference Proceedings (selected five):
Deka, D. and Datta, D. Operational cost minimization in heat exchanger network under milk fouling. In: IEEE International Conference on Advances in Mechanical, Industrial, Automation and Management Systems (AMIAMS-2017). IEEE, 2017.
Kalita, Z. and Datta, D. Multi-objective optimization of the multi-floor facility layout problem. In: IEEE International Conference on Advances in Mechanical, Industrial, Automation and Management Systems (AMIAMS-2017). IEEE, 2017.
Dutta, P. and Datta, D. Bilevel problem as a plain multi-objective optimization problem: A preliminary study. In: IEEE International Conference on Advances in Mechanical, Industrial, Automation and Management Systems (AMIAMS-2017). IEEE, 2017.
Deka, A. and Datta, D. A comparative investigation of annular fins of different profiles using multi-objective genetic algorithm. In: IEEE International Conference on Advances in Mechanical, Industrial, Automation and Management Systems (AMIAMS-2017). IEEE, 2017.
Other Publications
Book
Datta, D. LaTeX in 24 Hours: A Practical Guide for Scientific Writing. Springer, 2017.
Book Chapter
Deka, A. and Datta, D. A Comparative Analysis of Annular Fin Array Under Multi-objective Optimization. In: Emerging Trends in Mechanical Engineering (LNME). Editors: Vijayaraghavan, L., Reddy, K., and Jameel Basha, S. Springer, 2020, pp. 195-203.
Deka, A. and Datta, D. Optimum Annular Plane Fin Profile with Uniformly Varying Thickness. In: Emerging Trends in Mechanical Engineering (LNME). Editors: Vijayaraghavan, L., Reddy, K., and Jameel Basha, S. Springer, 2020, pp. 427-435.
Kalita, Z. and Datta, D. Corridor allocation as a constrained optimization problem using a permutation-based multi-objective genetic algorithm. In: Nature-Inspired Methods for Metaheuristics Optimization. Editors: Bennis, F. and Bhattacharjya, R. Springer, 2020, pp. 335-358.
Kalita, Z. and Datta, D. The constrained single-row facility layout problem with repairing mechanisms. In: Nature-Inspired Methods for Metaheuristics Optimization. Editors: Bennis, F. and Bhattacharjya, R. Springer, 2020, pp. 359-383.
Deka, A. and Datta, D. Geometric size optimization of annular step fin array for heat transfer by natural convection. In: Nature-Inspired Methods for Metaheuristics Optimization. Editors: Bennis, F. and Bhattacharjya, R. Springer, 2020, pp. 385-402.