Concepedia

João Guilherme Sauer

JG

4

Publications

211

Citations

4

H-Index

2008

Active since

Affiliations

Pontifícia Universidade Católica do Paraná(Current)

Universidade Federal do Paraná

João Guilherme Sauer is an author at Pontifícia Universidade Católica do Paraná specializing in engineering, forecasting, and discrete optimization.

Top concepts

EngineeringForecastingBusinessLogisticsData ScienceLocal SearchGreen BuildingBuilding EnergyComputer ScienceMachine Learning

Publications per year

2008–2021

4

Publications

4

Differential evolution optimization combined with chaotic sequences for image contrast enhancement

Leandro dos Santos Coelho, João Guilherme Sauer, Marcelo Rudek · Chaos Solitons & Fractals · 2009 · 87 citations

Differential Evolution, Evolution Strategy, Chaotic Sequences +4

Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings

João Guilherme Sauer, Viviana Cocco Mariani, Leandro dos Santos Coelho et al. · Evolving Systems · 2021 · 57 citations

Energy Consumption, Engineering, Energy Efficiency +10

Bayesian Optimized Echo State Network Applied to Short-Term Load Forecasting

Gabriel Trierweiler Ribeiro, João Guilherme Sauer, Naylene Fraccanabbia et al. · Energies · 2020 · 46 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +15

Discrete Differential Evolution with local search to solve the Traveling Salesman Problem: Fundamentals and case studies

João Guilherme Sauer, Leandro dos Santos Coelho · 2008 · 21 citations

Mathematical Programming, Engineering, Evolutionary Algorithms +21

Rows per page

1–4 of 4