Ankur Sinha

Affiliations:
  • Indian Institute of Management Ahmedabad, India
  • Aalto University, School of Business, Helsinki, Finland


According to our database1, Ankur Sinha authored at least 62 papers between 2005 and 2021.

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Bibliography

2021
Alternate solution approaches for competitive hub location problems.
Eur. J. Oper. Res., 2021

Alternate second order conic program reformulations for hub location under stochastic demand and congestion.
Ann. Oper. Res., 2021

2020
Bilevel optimization based on iterative approximation of multiple mappings.
J. Heuristics, 2020

Impact of News on the Commodity Market: Dataset and Results.
CoRR, 2020

A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning.
CoRR, 2020

2019
Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems.
Swarm Evol. Comput., 2019

Genetic Algorithm for Solving Spherical Optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications.
IEEE Trans. Evol. Comput., 2018

Uncertainty Handling in Bilevel Optimization for Robust and Reliable Solutions.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018

Multiple allocation hub interdiction and protection problems: Model formulations and solution approaches.
Eur. J. Oper. Res., 2018

Accounting for political opinions, power, and influence: A Voting Advice Application.
Eur. J. Oper. Res., 2018

Convex preference cone-based approach for many objective optimization problems.
Comput. Oper. Res., 2018


Bilevel Optimization Based on Kriging Approximations of Lower Level Optimal Value Function.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Optimal management of naturally regenerating uneven-aged forests.
Eur. J. Oper. Res., 2017

Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping.
Eur. J. Oper. Res., 2017

An Enhanced Memetic Algorithm for Single-Objective Bilevel Optimization Problems.
Evol. Comput., 2017

Approximated set-valued mapping approach for handling multiobjective bilevel problems.
Comput. Oper. Res., 2017

Handling practicalities in agricultural policy optimization for water quality improvements.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Evolutionary bilevel optimization using KKT proximity measure.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Evolutionary Bilevel Optimization: An Introduction and Recent Advances.
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017

2016
Solving Bilevel Multicriterion Optimization Problems With Lower Level Decision Uncertainty.
IEEE Trans. Evol. Comput., 2016

Finding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Handling inverse optimal control problems using evolutionary bilevel optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Solving optimistic bilevel programs by iteratively approximating lower level optimal value function.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Unconstrained robust optimization using a descent-based crossover operator.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Transportation policy formulation as a multi-objective bilevel optimization problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Handling decision variable uncertainty in bilevel optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Incorporating Data Envelopment Analysis solution methods into bilevel multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Good debt or bad debt: Detecting semantic orientations in economic texts.
J. Assoc. Inf. Sci. Technol., 2014

An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls.
Eur. J. Oper. Res., 2014

Test Problem Construction for Single-Objective Bilevel Optimization.
Evol. Comput., 2014

Finding optimal strategies in a multi-period multi-leader-follower Stackelberg game using an evolutionary algorithm.
Comput. Oper. Res., 2014

Gold-standard for Topic-specific Sentiment Analysis of Economic Texts.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

A bilevel optimization approach to automated parameter tuning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Evolutionary bilevel optimization (EBO).
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

An improved bilevel evolutionary algorithm based on Quadratic Approximations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Positive Disruptions Caused by SCRM Activities in the SECI process of Knowledge Creation: Insights from Four Case Studies.
Proceedings of the 27th Bled eConference: eEcosystems, 2014

2013
Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization
CoRR, 2013

Using objective reduction and interactive procedure to handle many-objective optimization problems.
Appl. Soft Comput., 2013

Automated query learning with Wikipedia and genetic programming.
Artif. Intell., 2013

Learning the Roles of Directional Expressions and Domain Concepts in Financial News Analysis.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Evolutionary bilevel optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multi-objective Stackelberg game between a regulating authority and a mining company: A case study in environmental economics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
A Multi-objective Procedure for Efficient Regression Modeling
CoRR, 2012

Solving high objective problems in fixed interactions with the decision maker.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Unconstrained scalable test problems for single-objective bilevel optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Progressively interactive evolutionary multiobjective optimization.
PhD thesis, 2011

Concept-based document classification using Wikipedia and value function.
J. Assoc. Inf. Sci. Technol., 2011

A Dimensionality Reduction Approach for Semantic Document Classification.
Proceedings of the second Workshop on Semantic Personalized Information Management: Retrieval and Recommendation 2011, 2011

Bilevel Multi-objective Optimization Problem Solving Using Progressively Interactive EMO.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

2010
An Interactive Evolutionary Multiobjective Optimization Method Based on Progressively Approximated Value Functions.
IEEE Trans. Evol. Comput., 2010

An Efficient and Accurate Solution Methodology for Bilevel Multi-Objective Programming Problems Using a Hybrid Evolutionary-Local-Search Algorithm.
Evol. Comput., 2010

An Interactive Evolutionary Multi-objective Optimization Method Based on Polyhedral Cones.
Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

Progressively interactive evolutionary multi-objective optimization method using generalized polynomial value functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Solving Bilevel Multi-Objective Optimization Problems Using Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Constructing test problems for bilevel evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2006
Multi-objective test problems, linkages, and evolutionary methodologies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

A Population-Based, Parent Centric Procedure for Constrained Real-Parameter Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
A population-based, steady-state procedure for real-parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005


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