Licentiate thesis

I presented and defended my licentiate thesis Distributed Stochastic Programming with Applications to Large-Scale Hydropower Operations. The thesis is available in DiVA.

I would like to thank Stein W. Wallace for agreeing to act as special reviewer on my seminar and for his insightful feedback.

ICSP 2019

I held a talk titled Distributed Hydropower Models in StochasticPrograms.jl at the The XV International Conference on Stochastic Programming . The talk is available here. I also attended an insightful PhD summer course in stochastic programming.

ADES 2019 - Accepted journal paper

Our paper POLO.Jl: Policy-based optimization algorithms in Julia has been accepted to the Advances in Engineering Software journal and is available here.

This is a joint work with my colleague Arda Aytekin and supervisor Mikael Johansson. The paper presents an extension of our software framework POLO to the Julia programming lanugage. We showcase how efficient algorithms can be quickly prototyped in the framework. All code is freely available on Github.

PAW-ATM Paper

I presented the paper Distributed L-shaped Algorithms in Julia at the Parallel Applications Workshop, held in conjuction with The International Conference for High Performance Computing, Networking, Storage and Analysis, in Dallas on November 16, 2018. The presentation I held can be viewed here and the paper itself is now available on IEEE Xplore.

StochasticPrograms.jl

My software package StochasticPrograms.jl is now a registered Julia package. It can be installed through

pkg> add StochasticPrograms

in Julia 1.0 (] add StochasticPrograms in a Julia prompt). Moreover, a thorough documentation of the package is now available here.