Mr Kalyan Bhattacharjee

School of Engineering and Information Technology
  • ABOUT
  • PUBLICATIONS

Kalyan Shankar Bhattacharjee received the B.Tech and M.Tech degree in Ocean Engineering and Naval Architecture from Indian Institute of Technology (IIT), Kharagpur, in 2012 and 2013 respectively. He is currently a Postgraduate Researcher with the School of Engineering and Information Technology, University of New South Wales at Canberra, Australia. His primary focus of research lies on handling computationally expensive optimization which includes surrogate assisted optimization, multi-fidelity based optimization and multi/many-objective optimization

Book Chapters

Bhattacharjee KS; Singh HK; Ray T, 2020, 'Many-objective optimization with limited computing budget', in Studies in Computational Intelligence, pp. 17 - 46, http://dx.doi.org/10.1007/978-3-030-18764-4_2

Bhattacharjee KS; Isaacs A; Ray T, 2016, 'Multi-objective optimization using an evolutionary algorithm embedded with multiple spatially distributed surrogates', in Multi-Objective Optimization: Techniques and Applications in Chemical Engineering (Second Edition), pp. 135 - 156, http://dx.doi.org/10.1142/9789812836526_0005

Bhattacharjee KS; Ray T, 2015, 'An evolutionary algorithm with classifier guided constraint evaluation strategy for computationally expensive optimization problems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 49 - 62, http://dx.doi.org/10.1007/978-3-319-26350-2_5

Bhattacharjee KS; Ray T, 2015, 'Cost to evaluate versus cost to learn? Performance of selective evaluation strategies in multiobjective optimization', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 63 - 75, http://dx.doi.org/10.1007/978-3-319-26350-2_6

Journal articles

Liu Z; Bhattacharjee KS; Tian FB; Young J; Ray T; Lai JCS, 2019, 'Kinematic optimization of a flapping foil power generator using a multi-fidelity evolutionary algorithm', Renewable Energy, vol. 132, pp. 543 - 557, http://dx.doi.org/10.1016/j.renene.2018.08.015

Bhattacharjee KS; Singh HK; Ray T, 2018, 'Multiple surrogate-Assisted many-objective optimization for computationally expensive engineering design', Journal of Mechanical Design, Transactions of the ASME, vol. 140, http://dx.doi.org/10.1115/1.4039450

Singh HK; Bhattacharjee KS; Ray T, 2018, 'Distance based subset selection for benchmarking in evolutionary multi/many-objective optimization', IEEE Transactions on Evolutionary Computation, http://dx.doi.org/10.1109/TEVC.2018.2883094

Bhattacharjee KS; Singh HK; Ray T, 2017, 'An approach to generate comprehensive piecewise linear interpolation of pareto outcomes to aid decision making', Journal of Global Optimization, vol. 68, pp. 71 - 93, http://dx.doi.org/10.1007/s10898-016-0454-0

Branke J; Asafuddoula M; Bhattacharjee KS; Ray T, 2017, 'Efficient Use of Partially Converged Simulations in Evolutionary Optimization', IEEE Transactions on Evolutionary Computation, vol. 21, pp. 52 - 64, http://dx.doi.org/10.1109/TEVC.2016.2569018

Bhattacharjee KS; Singh HK; Ray T, 2017, 'A novel decomposition-based evolutionary algorithm for engineering design optimization', Journal of Mechanical Design, Transactions of the ASME, vol. 139, http://dx.doi.org/10.1115/1.4035862

Bhattacharjee KS; Singh HK; Ryan M; Ray T, 2017, 'Bridging the gap: Many-objective optimization and informed decision-making', IEEE Transactions on Evolutionary Computation, vol. 21, pp. 813 - 820, http://dx.doi.org/10.1109/TEVC.2017.2687320

Bhattacharjee KS; Singh HK; Ray T, 2016, 'Multi-Objective Optimization with Multiple Spatially Distributed Surrogates', Journal of Mechanical Design, Transactions of the ASME, vol. 138, http://dx.doi.org/10.1115/1.4034035

Kumar Singh H; Shankar Bhattacharjee K; Ray T, 2016, 'A Projection-Based Approach for Constructing Piecewise Linear Pareto Front Approximations', Journal of Mechanical Design, Transactions of the ASME, vol. 138, http://dx.doi.org/10.1115/1.4033991

Bhattacharjee K; Natarajan S; Bordas S, 2014, 'A hybrid T-Trefftz polygonal finite element for linear elasticity', arXiv preprint arXiv:1405.5028, http://arxiv.org/abs/1405.5028

Das R; Bhattacharjee KS; Rao S, 2012, 'Welding heat transfer analysis using Element Free Galerkin method', Advanced Materials Research, vol. 410, pp. 298 - 301, http://dx.doi.org/10.4028/www.scientific.net/AMR.410.298

Conference Papers

Bhattacharjee KS; Singh HK; Ray T, 2019, 'Optimum wind farm layouts: a many-objective perspective and case study', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 707 - 718, presented at , http://dx.doi.org/10.1007/978-3-030-12598-1_56

Singh HK; Bhattacharjee KS; Ray T; Mostaghim S, 2018, 'Investigation of a simple distance based ranking metric for decomposition-based multi/many-objective evolutionary algorithms', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 384 - 396, presented at , http://dx.doi.org/10.1007/978-3-030-03991-2_36

Bhattacharjee KS; Singh HK; Ray T, 2017, 'Enhanced pareto interpolation method to aid decision making for discontinuous pareto optimal fronts', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 93 - 105, presented at , http://dx.doi.org/10.1007/978-3-319-63004-5_8

Bhattacharjee KS; Singh HK; Ray T; Zhang Q, 2017, 'Decomposition Based Evolutionary Algorithm with a Dual Set of reference vectors', in 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings, pp. 105 - 112, presented at , http://dx.doi.org/10.1109/CEC.2017.7969302

Bhattacharjee KS; Singh HK; Ray T, 2016, 'A study on performance metrics to identify solutions of interest from a trade-off set', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 66 - 77, presented at , http://dx.doi.org/10.1007/978-3-319-28270-1_6

Bhattacharjee KS; Singh HK; Ray T; Branke J, 2016, 'Multiple surrogate assisted multiobjective optimization using improved pre-selection', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, pp. 4328 - 4335, presented at , http://dx.doi.org/10.1109/CEC.2016.7744340

Bhattacharjee KS; Ray T, 2015, 'A Novel Constraint Handling Strategy for Expensive Optimization Problems', in , 11th World Congress on Structural and Multidisciplinary Optimization, Sydney, presented at 11th World Congress on Structural and Multidisciplinary Optimization, Sydney, 07 - 12 June 2015, http://web.aeromech.usyd.edu.au//WCSMO2015/papers/1041_paper.pdf

Bhattacharjee KS; Ray T, 2015, 'Selective evaluation in multiobjective optimization: A less explored avenue', in 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, pp. 1893 - 1900, presented at , http://dx.doi.org/10.1109/CEC.2015.7257117

Das R; Bhattacharjee KS; Rao S, (eds.), 2011, 'Welding heat transfer analysis using Element Free Galerkin Method', in Advanced Materials Research, Trans Tech Publications, Hong Kong, China, pp. 298 - 301, presented at Twentieth International Symposium on Processing and Fabrication of Advanced Materials, Hong Kong, China, 15 - 18 December 2011, http://www.scientific.net/AMR.410.298