Optimization of non-stationary Stackelberg models using a self-adaptive evolutionary algorithm
Journal Title: TecnoLógicas - Year 2017, Vol 20, Issue 39
Abstract
Stackelberg’sgame models involve an important family of Game Theory problems with direct application on economics scenarios. Their main goal is to find an optimal equilibrium between the decisions from two actors that are related one to each other hierarchically. In general, these models are complex to solve due to their hierarchical structure and intractability from an analytical viewpoint. Another reason for such a complexity comes from the presence of uncertainty, which often occurs because of the variability over time of market conditions, adversary strategies, among others aspects. Despite their importance, related literature reflects a few works addressing this kind of non-stationary optimization problems. So, in order to contribute to this research area, the present work proposes a self-adaptive meta-heuristic method for solving online Stackelberg’s games. Experiment results show a significant improvement over an existing method
Authors and Affiliations
Olga P. Cedeño-Fuentes, Lorena Arboleda-Castro, Iván Jacho-Sánchez, Pavel Novoa-Hernández
Technical-economic feasibility analysis of micro grids integrating fuel cells in non-interconnected zones in Colombia
The sustainable power solutions provided tonon-interconnected zonesshould bebased on the renewable energy resources available in each area. Thispresents a challenge for the techno-economic feasibility of alternativ...
Prostasomas: search of biomarkers for the early detection of prostate cancer
Prostate cancer is the second most diagnosed disease in men worldwide, with an increasing mortality rate in recent years. Currently, there are two early detection tests, the measurement of blood levels of prostate-specif...
Hydrophobicity study of kaolinite from La Unión, Antioquia
In this research three methodologies to convert the hydrophilic surface of kaolinite into a hydrophobic surface are proposed, this condition is required to recover this mineral by means of froth flotation. Taking into ac...
Computational calculation of the magnetic properties of MnO/ZnO superlattice
First-principle calculations were performed in order to investigate the structural, electronic and magnetic properties of 1x1 MnO/ZnO superlattice in the wurtzite-type structure. The full-potential linearized augmented-p...
Flameless Combustion as an Alternative for Improving the Efficiency of Thermal Systems: State-of-the-Art Review
The increasing energy demand and polluting emissions have generated a growing number of studies into technologies that can be used to mitigate both problems worldwide. Among the alternatives for improving the efficiency...