Microsoft Word - BIOMA2016-Program.docx

Source URL: bioma.ijs.si

• Mathematical optimization
• Operations research
• Heuristics
• Cybernetics
• Applied mathematics
• Analysis
• Cognition
• Evolutionary algorithm
• Extremal optimization
• Global optimization
• Stochastic optimization
• Hyper-heuristic

A HEURISTIC FOR THE JOB SHOP SCHEDULING PROBLEM Hugo Zupan, Niko Herakoviˇc Faculty of Mechanical Engineering, University of Ljubljana, Slovenia ,

Source URL: bioma.ijs.si

• Operations research
• Mathematical optimization
• Search algorithms
• Combinatorial optimization
• Metaheuristics
• Job shop scheduling
• Heuristic
• Genetic algorithm
• Travelling salesman problem
• Constructive heuristic
• Ant colony optimization algorithms
• Algorithm

MODELING AND OPTIMIZATION OF A ROBUST GAS SENSOR Margarita A. Rebolledo C., Sebastian Krey, Thomas Bartz-Beielstein, Oliver Flasch, Andreas Fischbach, J¨org Stork SPOTSeven Lab, TH K¨ oln, Gummersbach, Germany

Source URL: bioma.ijs.si

• Regression analysis
• Econometrics
• Statistical methods
• Estimation theory
• Parametric statistics
• Linear regression
• Kriging
• Gaussian process
• Least squares
• Feature selection
• Lasso
• Ordinary least squares

A SURVEY OF MODEL-BASED METHODS FOR GLOBAL OPTIMIZATION Thomas Bartz-Beielstein SPOTSeven Lab, TH K¨ oln, Gummersbach, Germany. spotseven.de

Source URL: bioma.ijs.si

• Mathematical optimization
• Cybernetics
• Scientific modeling
• Evolutionary algorithms
• Mathematical modeling
• Surrogate model
• Global optimization
• Genetic algorithm
• DONE
• Stochastic optimization
• Simulated annealing
• Estimation of distribution algorithm

THE IMPACT OF QUALITY INDICATORS ON THE RATING OF MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS ˇ Miha Ravber, Marjan Mernik, Matej Crepinˇ sek

Source URL: bioma.ijs.si

• Mathematical optimization
• Multi-objective optimization
• MOEA Framework
• Algorithm
• Evolutionary algorithm
• Pareto efficiency

Microsoft Word - BIOMA2016-CFP.docx

Source URL: bioma.ijs.si

• Joef Stefan Institute
• Vi District
• University of Ljubljana
• Ljubljana
• Geography of Europe

Projeto “Cenários para o Bioma Caatinga“ Conselho Nacional da Reserva da Biosfera da Caatinga MMA - SDS & SECTMA Ministério do Meio Ambiente – Secret. de Políticas para o Desenv. Sustentável Secretaria de Ciên

Source URL: www.geoma.lncc.br

BUILDING ENSEMBLES OF SURROGATES BY OPTIMAL CONVEX COMBINATION Martina Friese, Thomas Bartz-Beielstein SPOTSeven Lab, TH K¨ oln, Gummersbach, Germany ,

Source URL: bioma.ijs.si

• Statistics
• Numerical analysis
• Regression analysis
• Design of experiments
• Operations research
• Mathematics
• Linear algebra
• Surrogate model
• Mathematical optimization
• Ensemble learning
• Kriging
• Economic model

THE EXPONENTIAL CROSSOVER IN L-SHADE ALGORITHM Radka Pol´akov´a Centre of Excellence IT4Innovations, Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic radka.polakova@osu.c

Source URL: bioma.ijs.si

• Mathematical optimization
• Evolutionary algorithms
• Cybernetics
• Operations research
• Genetic algorithms
• Differential evolution
• Crossover
• NP
• Algorithm
• Normal distribution