Major research grants
Methodology of construction of macroeconomic forecasts taking into account economic agent heterogenity (National Science Centre, Poland)
Structure of the social network, willingness to cooperate, and individual earnings: simulation model and empirical results (National Science Centre, Poland)
In cooperation with M. Wasiluk, P. Szufel and M. Jakubczyk we have created SilverDecisions applications.
The software allows for creation and analysis of decision trees.
The application can be used in web browser at http://www.silverdecisions.pl.
The develpmnent page of the project is avaliable on GitHub.
The package is available for download at The Comprehensive R Archve Network and allows for solwing of large-scale global optimization problems. It employs advanced algorithms from hybrid optimization engine LocalSolver.
Refined knowledge-gradient policy for learning probabilities
An implementation of algorithms presented in the paper Refined knowledge-gradient policy for learning probabilities (Operations Research Letters, 43, 2015) can be downloaded here.
Asynchronous Knowledge Gradient
An implementation in Java language of the Asynchronous Knowledge Gradient algorithm can be downloaded here.
Documentation of the algorithm is presented in paper:
B. Kamiński, P. Szufel: Asynchronous Knowledge Gradient Policy for Ranking and Selection, Winter Simulation Conference, Proceedings of the 2014 Winter Simulation Conference, A. Tolk, S. Y. Diallo, I. O. Ryzhov, L. Yilmaz, S. Buckley, and J. A. Miller, eds., s. 3785-3796, 2014
Data analysis with R handbook
Together with Mateusz Zawisza we have published a book (in polish)
Receptury w R. Podręcznik dla ekonomistów
about data analysis using R language.
It can be bought online at Oficyna Wydawnicza SGH.
On this website you can dowlnoad
The Julia Express
WSE - Warsaw Simulation Engine
It is a simple simulation environment written in Python.