Pekka Malo
Pekka Malo
Associate Professor (tenured), Statistics, Aalto University School of Business
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A review on bilevel optimization: from classical to evolutionary approaches and applications
A Sinha, P Malo, K Deb
IEEE Transactions on Evolutionary Computation 22 (2), 276-295, 2017
3732017
Finding optimal strategies in a multi-period multi-leader–follower Stackelberg game using an evolutionary algorithm
A Sinha, P Malo, A Frantsev, K Deb
Computers & Operations Research 41, 374-385, 2014
1342014
Multi-objective stackelberg game between a regulating authority and a mining company: A case study in environmental economics
A Sinha, P Malo, A Frantsev, K Deb
2013 IEEE congress on evolutionary computation, 478-485, 2013
902013
Test problem construction for single-objective bilevel optimization
A Sinha, P Malo, K Deb
Evolutionary computation 22 (3), 439-477, 2014
752014
Efficient evolutionary algorithm for single-objective bilevel optimization
A Sinha, P Malo, K Deb
arXiv preprint arXiv:1303.3901, 2013
732013
Good debt or bad debt: Detecting semantic orientations in economic texts
P Malo, A Sinha, P Korhonen, J Wallenius, P Takala
Journal of the Association for Information Science and Technology 65 (4 …, 2014
662014
An improved bilevel evolutionary algorithm based on quadratic approximations
A Sinha, P Malo, K Deb
2014 IEEE congress on evolutionary computation (CEC), 1870-1877, 2014
652014
Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping
A Sinha, P Malo, K Deb
European Journal of Operational Research 257 (2), 395-411, 2017
592017
Computational examples of a new method for distribution selection in the Pearson system
A Andreev, A Kanto, P Malo
Journal of Applied Statistics 34 (4), 487-506, 2007
50*2007
A bilevel optimization approach to automated parameter tuning
A Sinha, P Malo, P Xu, K Deb
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
432014
Solving bilevel multicriterion optimization problems with lower level decision uncertainty
A Sinha, P Malo, K Deb, P Korhonen, J Wallenius
IEEE Transactions on Evolutionary Computation 20 (2), 199-217, 2015
392015
Gold-standard for Topic-specific Sentiment Analysis of Economic Texts.
P Takala, P Malo, A Sinha, O Ahlgren
LREC 2014, 2152-2157, 2014
362014
Evaluating multivariate GARCH models in the Nordic electricity markets
P Malo, A Kanto
Communications in Statistics—Simulation and Computation® 35 (1), 117-148, 2006
342006
Reduced form modeling of limit order markets
P Malo, T Pennanen
Quantitative Finance 12 (7), 1025-1036, 2012
292012
Transportation policy formulation as a multi-objective bilevel optimization problem
A Sinha, P Malo, K Deb
2015 IEEE Congress on Evolutionary Computation (CEC), 1651-1658, 2015
272015
Optimal management of naturally regenerating uneven-aged forests
A Sinha, J Rämö, P Malo, M Kallio, O Tahvonen
European Journal of Operational Research 256 (3), 886-900, 2017
262017
Context matters: The impact of product type, emotional attachment and information overload on choice quality
PJ Korhonen, P Malo, T Pajala, N Ravaja, O Somervuori, J Wallenius
European Journal of Operational Research 264 (1), 270-279, 2018
252018
On closed-form calculation of CVaR
A Andreev, A Kanto, P Malo
Helsinki: Helsinki School of Economics, 2005
252005
Automated query learning with Wikipedia and genetic programming
P Malo, P Siitari, A Sinha
Artificial Intelligence 194, 86-110, 2013
242013
Towards understanding bilevel multi-objective optimization with deterministic lower level decisions
A Sinha, P Malo, K Deb
International Conference on Evolutionary Multi-Criterion Optimization, 426-443, 2015
232015
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