P. Ramamoorthy, S. Jayaswal, A. Sinha, and N. Vidyarthi. An exact method for trilevel hub location problem with interdiction. European Journal of Operational Research, 2024 (In press).
A. Sinha, T. Khandait, and R. Mohanty. A gradient-based bilevel optimization approach for tuning regularization hyperparameters. Optimization Letters, 18:1383-1404, 2024.
S. Bhatt, A. Sinha, and S. Jayaswal. The capacitated r-hub interdiction problem with congestion: Models and solution approaches. Transportation Research Part E: Logistics and Transportation Review, Volume 185, 2024,
V. Bansal, S. Jayaswal, and A. Sinha. Capacitated multiple allocation hub location problems under the risk of interdiction: model formulations and solution approaches. Annals of Operations Research, 332:213-251, 2024.
N. Waychal, A. K. Laha, and A. Sinha. An adaptive multi-objective optimal forecast combination and itsapplication for predicting intermittent demand. Journal of the Operational Research Society, 1-13, 2023.
A. Sinha, A. Das, G. Anand, and S. Jayaswal. A general purpose exact solution method for mixed integer concave minimization problems. European Journal of Operational Research, 309 (3):977-992, 2023.
A. Sinha, S. Kedas, R. Kumar, and P. Malo. Sentfin 1.0: Entity-aware sentiment analysis for financial news. Journal of the Association for Information Science and Technology, 73(9):1314-1335, 2022.
A. Sinha and J. Wallenius. MCDM, EMO and hybrid approaches: Tutorial and review. Mathematical and Computational Applications, 27(6):112, 2022.
A. Sinha and V. Shaikh. Solving bilevel optimization problems using kriging approximations. IEEE Transactions on Cybernetics, 52(10):10639–10654, 2021.
R. Tiwari, S. Jayaswal, and A. Sinha. Competitive hub location problem: Model and solution approaches. Transportation Research Part B: Methodological, 146:237–261, 2021.
S. Bhatt, S. Jayaswal, A. Sinha, N. Vidyarthi. Alternate Second Order Conic Program Reformulations for Hub Location under Stochastic Demand and Congestion, Annals of Operations Research, 304:481–527, 2021.
R. Tiwari, S. Jayaswal, and A. Sinha. Alternate solution approaches for competitive hub-location problems, European Journal of Operational Research, 290(1):68-80, 2021.
A. Sinha, P. Malo, K. Deb, and Z. Lu. Bilevel optimization based on iterative approximation of multiple mappings. Journal of Heuristics, 26:151-185, 2020.
A. Sinha, T. Soun, and K. Deb. Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems. Swarm and evolutionary computation, 44:496–510, 2019.
T. Pajala, P. Korhonen, P. Malo, A. Sinha, J. Wallenius and A. Dehnokhalaji. Accounting for political opinions, power, and influence: A Voting Advice Application. European Journal of Operational Research, 266(2): 702–715, 2018.
A. Sinha, P. Malo and M. Kallio. Convex preference cone-based approach for many objective optimization problems, Computers and Operations Research, 95:1–11, 2018.
P. Ramamoorthy, S. Jayaswal, A. Sinha, and N. Vidyarthi. Multiple Allocation Hub Interdiction and Protection Problems: Model Formulations and Solution Approaches. European Journal of Operational Research, 270(1):230–245, 2018.
A. Sinha, P. Malo, and K. Deb. A review on bilevel optimization: From classical to evolutionary approaches and applications. IEEE Transactions on Evolutionary Computation, 22(2): 276–295, 2018.
Z. Lu, K. Deb, and A. Sinha. Uncertainty handling in bilevel optimization for robust and reliable solutions. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 26(Suppl. 2):1–24, 2018.
A. Sinha, P. Malo, K. Deb. Evolutionary Algorithm for Bilevel Optimization using Approximations of the Lower Level Optimal Solution Mapping. European Journal of Operational Research, 257(2):395–411, 2017.
A. Sinha, P. Malo, K. Deb. Approximated Set-valued Mapping Approach for Handling Multiobjective Bilevel Problems. Computers and Operations Research, 77:194–209, 2017.
A. Sinha, J. Rämö, P. Malo, M. Kallio, and O. Tahvonen. Optimal Management of Naturally Regenerating Uneven-aged Forests. European Journal of Operational Research, 256(3):886–900, 2017.
M. Islam, H. K. Singh, T. Ray and A. Sinha. A Memetic Algorithm for Single Objective Bilevel Optimization Problems. Evolutionary Computation Journal, 2016.
A. Sinha, P. Malo, K. Deb, P. Korhonen, and J. Wallenius. Solving bilevel multi-criterion optimization problems with lower level decision uncertainty. IEEE Transactions on Evolutionary Computation, 20(2):199-217, 2016.
A. Sinha, P. Korhonen, and J. Wallenius. Finding better alternatives than those considered in a multicriteria data sample. Journal of Business Economics (Zeitschrift für Betriebswirtschaft), 86(1):35-54, 2016.
A. Sinha, P. Malo, and T. Kuosmanen. A multi-objective exploratory procedure for regression model selection. Journal of Computational and Graphical Statistics, 24(1):154-182, 2015.
A. Sinha, P. Malo, and K. Deb. Test problem construction for single-objective bilevel optimization. Evolutionary Computation Journal, 22(3):439-477, 2014.
P. Malo, A. Sinha, P. Takala, P. Korhonen, and J. Wallenius. Good debt or bad debt: Detecting semantic orientations in economic texts. Journal of the American Society for Information Science and Technology, 65(4):782-796, 2014.
A. Sinha, D. K. Saxena, K. Deb, and A. Tiwari. Using objective reduction and interactive procedure to handle many-objective optimization problems. Applied Soft Computing, 13(1):415-427, 2013.
A. Sinha, P. Malo, A. Frantsev, and K. Deb. Finding optimal strategies in a multi-period multi-leader-follower Stackelberg game using an evolutionary algorithm. Computers & Operations Research, 41:374-385, 2014.
A. Sinha, K. Deb, P. Korhonen, and J. Wallenius. An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls. European Journal of Operational Research, 233(3):674-688, 2014.
P. Malo, P. Siitari, and A. Sinha. Automated query learning with wikipedia and genetic programming. Artificial Intelligence, 194:86-110, 2013.
P. Malo, A. Sinha, J. Wallenius, and P. Korhonen. Concept-based document classification using wikipedia and value function. Journal of the American Society for Information Science and Technology, 62(12):2496-2511, 2011.
K. Deb and A. Sinha. An efficient and accurate solution methodology for bilevel multi-objective programming problems using a hybrid evolutionary-local-search algorithm. Evolutionary Computation Journal, 18(3):403-449, 2010.
K. Deb, A. Sinha, P. Korhonen, and J. Wallenius. An interactive evolutionary multi-objective optimization method based on progressively approximated value functions. IEEE Transactions on Evolutionary Computation, 14(5):723-739, 2010.
