IIMA

 Ankur Sinha, PhD

Indian Institute of Management Ahmedabad

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Recent Journal Publications

  1. 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).
  2. A. Sinha, T. Khandait, and R. Mohanty. A gradient-based bilevel optimization approach for tuning regularization hyperparameters. Optimization Letters, 18:1383-1404, 2024.
  3. 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,
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. A. Sinha and J. Wallenius. MCDM, EMO and hybrid approaches: Tutorial and review. Mathematical and Computational Applications, 27(6):112, 2022.
  9. A. Sinha and V. Shaikh. Solving bilevel optimization problems using kriging approximations. IEEE Transactions on Cybernetics, 52(10):10639–10654, 2021.
  10. R. Tiwari, S. Jayaswal, and A. Sinha. Competitive hub location problem: Model and solution approaches. Transportation Research Part B: Methodological, 146:237–261, 2021.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. A. Sinha, P. Malo, K. Deb. Approximated Set-valued Mapping Approach for Handling Multiobjective Bilevel Problems. Computers and Operations Research, 77:194–209, 2017.
  22. 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.
  23. M. Islam, H. K. Singh, T. Ray and A. Sinha. A Memetic Algorithm for Single Objective Bilevel Optimization Problems. Evolutionary Computation Journal, 2016.
  24. 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.
  25. 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.
  26. 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.
  27. A. Sinha, P. Malo, and K. Deb. Test problem construction for single-objective bilevel optimization. Evolutionary Computation Journal, 22(3):439-477, 2014.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. P. Malo, P. Siitari, and A. Sinha. Automated query learning with wikipedia and genetic programming. Artificial Intelligence, 194:86-110, 2013.
  33. 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.
  34. 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.
  35. 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.

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