11 citations · 19 across the 16 of their papers we have counts for
4 papers · 1 filter
Measurement-based Efficient Resource Allocation with Demand-Side Adjustments
Georgios Chasparis
The problem of efficient resource allocation has drawn significant attention in many scientific disciplines due to its direct societal benefits, such as energy savings. Traditional…
Stochastic Stability of Perturbed Learning Automata in Positive-Utility Games
Georgios C. Chasparis
This paper considers a class of reinforcement-based learning (namely, perturbed learning automata) and provides a stochastic-stability analysis in repeatedly-played, positive-utili…
An Evolutionary Stochastic-Local-Search Framework for One-Dimensional Cutting-Stock Problems
Georgios C. Chasparis, Michael Rossbory, Verena Haunschmid
We introduce an evolutionary stochastic-local-search (SLS) algorithm for addressing a generalized version of the so-called 1/V/D/R cutting-stock problem. Cutting-stock problems are…
Stochastic Stability Analysis of Perturbed Learning Automata with Constant Step-Size in Strategic-Form Games
Georgios C. Chasparis
This paper considers a class of reinforcement-learning that belongs to the family of Learning Automata and provides a stochastic-stability analysis in strategic-form games. For thi…