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ORCIDAnkur Sinha 0001
Person information
- affiliation: Indian Institute of Management Ahmedabad, India
- affiliation: Aalto University, School of Business, Helsinki, Finland
Other persons with the same name
- Ankur Sinha 0002
![[0000-0001-7568-7167]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-7568-7167")
— University College London, UK (and 2 more)
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2020 – today
- 2024
[j30]Vishal Bansal, Sachin Jayaswal, Ankur Sinha:
Capacitated multiple allocation hub location problems under the risk of interdiction: model formulations and solution approaches. Ann. Oper. Res. 332(1): 213-251 (2024)- [j29]Prasanna Ramamoorthy, Sachin Jayaswal, Ankur Sinha, Navneet Vidyarthi:
An exact method for trilevel hub location problem with interdiction. Eur. J. Oper. Res. 319(3): 696-710 (2024) - [j28]Nachiketas Waychal, Arnab Kumar Laha, Ankur Sinha:
An adaptive multi-objective optimal forecast combination and its application for predicting intermittent demand. J. Oper. Res. Soc. 75(9): 1813-1825 (2024) - [j27]Ankur Sinha, Tanmay Khandait, Raja Mohanty:
A gradient-based bilevel optimization approach for tuning regularization hyperparameters. Optim. Lett. 18(6): 1383-1404 (2024) - [c36]Ankur Sinha, Dhaval Pujara, Hemant Kumar Singh:
Decomposition of Difficulties in Complex Optimization Problems using a Bilevel Approach. CEC 2024: 1-8 - [c35]Kalyanmoy Deb, Ankur Sinha:
Evolutionary Bilevel Optimization: Algorithms and Applications. GECCO Companion 2024: 1284-1312 - [i16]Ankur Sinha, Paritosh Pankaj:
A Linear Programming Enhanced Genetic Algorithm for Hyperparameter Tuning in Machine Learning. CoRR abs/2407.00613 (2024) - [i15]Ankur Sinha, Dhaval Pujara, Hemant Kumar Singh:
Decomposition of Difficulties in Complex Optimization Problems Using a Bilevel Approach. CoRR abs/2407.03454 (2024) - 2023
- [j26]Ankur Sinha, Arka Das, Guneshwar Anand, Sachin Jayaswal:
A general purpose exact solution method for mixed integer concave minimization problems. Eur. J. Oper. Res. 309(3): 977-992 (2023) - [c34]Ankur Sinha, Paritosh Pankaj:
A Linear Programming Enhanced Genetic Algorithm for Hyperparameter Tuning in Machine Learning. CEC 2023: 1-8 - [i14]Ankur Sinha, Satishwar Kedas, Rishu Kumar, Pekka Malo:
SEntFiN 1.0: Entity-Aware Sentiment Analysis for Financial News. CoRR abs/2305.12257 (2023) - 2022
- [j25]Ankur Sinha, Satishwar Kedas, Rishu Kumar, Pekka Malo:
SEntFiN 1.0: Entity-aware sentiment analysis for financial news. J. Assoc. Inf. Sci. Technol. 73(9): 1314-1335 (2022) - [j24]Ankur Sinha, Vaseem Shaikh:
Solving Bilevel Optimization Problems Using Kriging Approximations. IEEE Trans. Cybern. 52(10): 10639-10654 (2022) - [i13]Ankur Sinha, Arka Das, Guneshwar Anand, Sachin Jayaswal:
A General Purpose Exact Solution Method for Mixed Integer Concave Minimization Problems. CoRR abs/2208.09253 (2022) - [i12]Ankur Sinha, Satender Gunwal, Shivam Kumar:
A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method. CoRR abs/2208.12118 (2022) - 2021
- [j23]Sneha Dhyani Bhatt, Sachin Jayaswal, Ankur Sinha, Navneet Vidyarthi:
Alternate second order conic program reformulations for hub location under stochastic demand and congestion. Ann. Oper. Res. 304(1): 481-527 (2021) - [j22]Richa Tiwari, Sachin Jayaswal, Ankur Sinha:
Alternate solution approaches for competitive hub location problems. Eur. J. Oper. Res. 290(1): 68-80 (2021) - 2020
- [j21]Ankur Sinha, Zhichao Lu, Kalyanmoy Deb, Pekka Malo:
Bilevel optimization based on iterative approximation of multiple mappings. J. Heuristics 26(2): 151-185 (2020) - [i11]Ankur Sinha, Tanmay Khandait, Raja Mohanty:
A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning. CoRR abs/2007.11022 (2020) - [i10]Ankur Sinha, Tanmay Khandait:
Impact of News on the Commodity Market: Dataset and Results. CoRR abs/2009.04202 (2020)
2010 – 2019
- 2019
- [j20]Ankur Sinha, Tharo Soun, Kalyanmoy Deb:
Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems. Swarm Evol. Comput. 44: 496-510 (2019) - [c33]Ankur Sinha, Vaseem Shaikh:
Genetic Algorithm for Solving Spherical Optimization Problems. CEC 2019: 1830-1837 - 2018
- [j19]Ankur Sinha, Pekka Malo, Markku Kallio:
Convex preference cone-based approach for many objective optimization problems. Comput. Oper. Res. 95: 1-11 (2018) - [j18]Tommi Pajala, Pekka Korhonen, Pekka Malo, Ankur Sinha, Jyrki Wallenius, Akram Dehnokhalaji:
Accounting for political opinions, power, and influence: A Voting Advice Application. Eur. J. Oper. Res. 266(2): 702-715 (2018) - [j17]Prasanna Ramamoorthy, Sachin Jayaswal, Ankur Sinha, Navneet Vidyarthi:
Multiple allocation hub interdiction and protection problems: Model formulations and solution approaches. Eur. J. Oper. Res. 270(1): 230-245 (2018) - [j16]Zhichao Lu, Kalyanmoy Deb, Ankur Sinha:
Uncertainty Handling in Bilevel Optimization for Robust and Reliable Solutions. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26(Supplement-2): 1-24 (2018) - [j15]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications. IEEE Trans. Evol. Comput. 22(2): 276-295 (2018) - [c32]Ankur Sinha, Samish Bedi, Kalyanmoy Deb:
Bilevel Optimization Based on Kriging Approximations of Lower Level Optimal Value Function. CEC 2018: 1-8 - [c31]Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang:
Tutorials at PPSN 2018. PPSN (2) 2018: 477-489 - 2017
- [j14]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Approximated set-valued mapping approach for handling multiobjective bilevel problems. Comput. Oper. Res. 77: 194-209 (2017) - [j13]Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray, Ankur Sinha:
An Enhanced Memetic Algorithm for Single-Objective Bilevel Optimization Problems. Evol. Comput. 25(4) (2017) - [j12]Ankur Sinha, Janne Rämö, Pekka Malo, Markku Kallio, Olli Tahvonen:
Optimal management of naturally regenerating uneven-aged forests. Eur. J. Oper. Res. 256(3): 886-900 (2017) - [j11]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping. Eur. J. Oper. Res. 257(2): 395-411 (2017) - [c30]Ankur Sinha, Tharo Soun, Kalyanmoy Deb:
Evolutionary bilevel optimization using KKT proximity measure. CEC 2017: 2412-2419 - [c29]Bradley L. Barnhart, Zhichao Lu, Moriah Bostian, Ankur Sinha, Kalyanmoy Deb, Luba Kurkalova, Manoj Jha, Gerald Whittaker:
Handling practicalities in agricultural policy optimization for water quality improvements. GECCO 2017: 1065-1072 - [p1]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Evolutionary Bilevel Optimization: An Introduction and Recent Advances. Recent Advances in Evolutionary Multi-objective Optimization 2017: 71-103 - [i9]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications. CoRR abs/1705.06270 (2017) - 2016
- [j10]Ankur Sinha, Pekka Malo, Kalyanmoy Deb, Pekka J. Korhonen, Jyrki Wallenius:
Solving Bilevel Multicriterion Optimization Problems With Lower Level Decision Uncertainty. IEEE Trans. Evol. Comput. 20(2): 199-217 (2016) - [c28]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Solving optimistic bilevel programs by iteratively approximating lower level optimal value function. CEC 2016: 1877-1884 - [c27]Varun Suryan, Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Handling inverse optimal control problems using evolutionary bilevel optimization. CEC 2016: 1893-1900 - [c26]Zhichao Lu, Kalyanmoy Deb, Ankur Sinha:
Finding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties. GECCO 2016: 941-948 - [i8]Ankur Sinha, Janne Rämö, Pekka Malo, Markku Kallio, Olli Tahvonen:
Optimal Management of Naturally Regenerating Uneven-aged Forests. CoRR abs/1608.05109 (2016) - 2015
- [c25]Ankur Sinha, Aleksi Porokka, Pekka Malo, Kalyanmoy Deb:
Unconstrained robust optimization using a descent-based crossover operator. CEC 2015: 85-92 - [c24]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Transportation policy formulation as a multi-objective bilevel optimization problem. CEC 2015: 1651-1658 - [c23]Moriah Bostian, Ankur Sinha, Gerald Whittaker, Bradley L. Barnhart:
Incorporating Data Envelopment Analysis solution methods into bilevel multi-objective optimization. CEC 2015: 1667-1674 - [c22]Zhichao Lu, Kalyanmoy Deb, Ankur Sinha:
Handling decision variable uncertainty in bilevel optimization problems. CEC 2015: 1683-1690 - [c21]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions. EMO (1) 2015: 426-443 - 2014
- [j9]Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb:
Finding optimal strategies in a multi-period multi-leader-follower Stackelberg game using an evolutionary algorithm. Comput. Oper. Res. 41: 374-385 (2014) - [j8]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Test Problem Construction for Single-Objective Bilevel Optimization. Evol. Comput. 22(3): 439-477 (2014) - [j7]Ankur Sinha, Pekka J. Korhonen, Jyrki Wallenius, Kalyanmoy Deb:
An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls. Eur. J. Oper. Res. 233(3): 674-688 (2014) - [j6]Pekka Malo, Ankur Sinha, Pekka J. Korhonen, Jyrki Wallenius, Pyry Takala:
Good debt or bad debt: Detecting semantic orientations in economic texts. J. Assoc. Inf. Sci. Technol. 65(4): 782-796 (2014) - [c20]Pradeep Durgam, Ankur Sinha:
Positive Disruptions Caused by SCRM Activities in the SECI process of Knowledge Creation: Insights from Four Case Studies. Bled eConference 2014: 30 - [c19]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
An improved bilevel evolutionary algorithm based on Quadratic Approximations. IEEE Congress on Evolutionary Computation 2014: 1870-1877 - [c18]Ankur Sinha, Pekka Malo, Peng Xu, Kalyanmoy Deb:
A bilevel optimization approach to automated parameter tuning. GECCO 2014: 847-854 - [c17]Kalyanmoy Deb, Ankur Sinha:
Evolutionary bilevel optimization (EBO). GECCO (Companion) 2014: 857-876 - [c16]Pyry Takala, Pekka Malo, Ankur Sinha, Oskar Ahlgren:
Gold-standard for Topic-specific Sentiment Analysis of Economic Texts. LREC 2014: 2152-2157 - [i7]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Test Problem Construction for Single-Objective Bilevel Optimization. CoRR abs/1401.1942 (2014) - 2013
- [j5]Pekka Malo, Pyry-Antti Siitari, Ankur Sinha:
Automated query learning with Wikipedia and genetic programming. Artif. Intell. 194: 86-110 (2013) - [j4]Ankur Sinha, Dhish Kumar Saxena, Kalyanmoy Deb, Ashutosh Tiwari:
Using objective reduction and interactive procedure to handle many-objective optimization problems. Appl. Soft Comput. 13(1): 415-427 (2013) - [c15]Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb:
Multi-objective Stackelberg game between a regulating authority and a mining company: A case study in environmental economics. IEEE Congress on Evolutionary Computation 2013: 478-485 - [c14]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Evolutionary bilevel optimization. GECCO (Companion) 2013: 877-892 - [c13]Pekka Malo, Ankur Sinha, Pyry Takala, Oskar Ahlgren, Iivari Lappalainen:
Learning the Roles of Directional Expressions and Domain Concepts in Financial News Analysis. ICDM Workshops 2013: 945-954 - [i6]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization. CoRR abs/1303.3901 (2013) - [i5]Pekka Malo, Ankur Sinha, Pyry Takala, Pekka J. Korhonen, Jyrki Wallenius:
Good Debt or Bad Debt: Detecting Semantic Orientations in Economic Texts. CoRR abs/1307.5336 (2013) - [i4]Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb:
Finding Optimal Strategies in a Multi-Period Multi-Leader-Follower Stackelberg Game Using an Evolutionary Algorithm. CoRR abs/1307.6246 (2013) - [i3]Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb:
Multi-objective Stackelberg Game Between a Regulating Authority and a Mining Company: A Case Study in Environmental Economics. CoRR abs/1307.6250 (2013) - 2012
- [c12]Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Unconstrained scalable test problems for single-objective bilevel optimization. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c11]Ankur Sinha, Anmol Pandey, Kalyanmoy Deb:
Solving high objective problems in fixed interactions with the decision maker. IEEE Congress on Evolutionary Computation 2012: 1-8 - [i2]Ankur Sinha, Pekka Malo, Timo Kuosmanen:
A Multi-objective Procedure for Efficient Regression Modeling. CoRR abs/1203.6276 (2012) - 2011
- [b1]Ankur Sinha:
Progressively interactive evolutionary multiobjective optimization. Aalto University, Helsinki, Finland, 2011 - [j3]Pekka Malo, Ankur Sinha, Jyrki Wallenius, Pekka J. Korhonen:
Concept-based document classification using Wikipedia and value function. J. Assoc. Inf. Sci. Technol. 62(12): 2496-2511 (2011) - [c10]Ankur Sinha:
Bilevel Multi-objective Optimization Problem Solving Using Progressively Interactive EMO. EMO 2011: 269-284 - [c9]Oskar Ahlgren, Pekka Malo, Ankur Sinha, Pekka J. Korhonen, Jyrki Wallenius:
A Dimensionality Reduction Approach for Semantic Document Classification. SPIM 2011: 114-121 - 2010
- [j2]Kalyanmoy Deb, Ankur Sinha:
An Efficient and Accurate Solution Methodology for Bilevel Multi-Objective Programming Problems Using a Hybrid Evolutionary-Local-Search Algorithm. Evol. Comput. 18(3): 403-449 (2010) - [j1]Kalyanmoy Deb, Ankur Sinha, Pekka J. Korhonen, Jyrki Wallenius:
An Interactive Evolutionary Multiobjective Optimization Method Based on Progressively Approximated Value Functions. IEEE Trans. Evol. Comput. 14(5): 723-739 (2010) - [c8]Ankur Sinha, Kalyanmoy Deb, Pekka J. Korhonen, Jyrki Wallenius:
Progressively interactive evolutionary multi-objective optimization method using generalized polynomial value functions. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c7]Ankur Sinha, Pekka J. Korhonen, Jyrki Wallenius, Kalyanmoy Deb:
An Interactive Evolutionary Multi-objective Optimization Method Based on Polyhedral Cones. LION 2010: 318-332 - [i1]Pekka Malo, Pyry-Antti Siitari, Ankur Sinha:
Automated Query Learning with Wikipedia and Genetic Programming. CoRR abs/1012.0841 (2010)
2000 – 2009
- 2009
- [c6]Kalyanmoy Deb, Ankur Sinha:
Constructing test problems for bilevel evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation 2009: 1153-1160 - [c5]Karthik Sindhya, Ankur Sinha, Kalyanmoy Deb, Kaisa Miettinen:
Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems. IEEE Congress on Evolutionary Computation 2009: 2919-2926 - [c4]Kalyanmoy Deb, Ankur Sinha:
Solving Bilevel Multi-Objective Optimization Problems Using Evolutionary Algorithms. EMO 2009: 110-124 - 2006
- [c3]Ankur Sinha, Aravind Srinivasan, Kalyanmoy Deb:
A Population-Based, Parent Centric Procedure for Constrained Real-Parameter Optimization. IEEE Congress on Evolutionary Computation 2006: 239-245 - [c2]Kalyanmoy Deb, Ankur Sinha, Saku Kukkonen:
Multi-objective test problems, linkages, and evolutionary methodologies. GECCO 2006: 1141-1148 - 2005
- [c1]Ankur Sinha, Santosh Tiwari, Kalyanmoy Deb:
A population-based, steady-state procedure for real-parameter optimization. Congress on Evolutionary Computation 2005: 514-521
Coauthor Index
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