Fabricio Oliveira
Department of Mathematics and Systems Analysis

Fabricio Oliveira

Assistant Professor

Contact information

Postal address
Otakaari 1, 02150, Espoo
Mobile phone
+358404890080
Full researcher profile
https://research.aalto.fi/...

Description

My research involves the topics of analytics and operations research, in particular predictive/ prescriptive analyticsoptimisation, and mathematical programming, applied to supply chain management and production planning. Its main focus is the development of decision support frameworks based on optimisation under uncertainty that can be used for improving decision making in real-world problems. 

Ares of interest:

  • Renewable energy production and infrastructure expansion planning;
  • Healthcare sector;
  • Humanitarian logistics;
  • Oil and gas production.

Topics of interest:

  • Applications of mathematical programming to real-world problems;
  • Stochastic programming and robust optimization;
  • Decomposition methods and parallelization. 

Areas of expertise

Operations Research Mathematical Programming Production Planning Supply Chain Management

Publications

Department of Mathematics and Systems Analysis

An enhanced L-Shaped method for optimizing periodic-review inventory control problems modeled via two-stage stochastic programming

Publishing year: 2019 European Journal of Operational Research
Department of Mathematics and Systems Analysis

A practical assessment of risk-averse approaches in production lot-sizing problems

Publishing year: 2019 International Journal of Production Research
Department of Mathematics and Systems Analysis

A parallelizable augmented Lagrangian method applied to large-scale non-convex-constrained optimization problems

Publishing year: 2019 Mathematical Programming
Department of Mathematics and Systems Analysis

Two-stage stochastic programming approach for the medical drug inventory routing problem under uncertainty

Publishing year: 2019 Computers and Industrial Engineering
Department of Mathematics and Systems Analysis

Proactive transshipment in the blood supply chain

Publishing year: 2019 Omega (United Kingdom)
Department of Mathematics and Systems Analysis

Enhancing the normalized multiparametric disaggregation technique for mixed-integer quadratic programming

Publishing year: 2018 JOURNAL OF GLOBAL OPTIMIZATION
Department of Mathematics and Systems Analysis

A robust optimization model for the maritime inventory routing problem

Publishing year: 2018 Flexible Services and Manufacturing Journal
Department of Mathematics and Systems Analysis

Robust optimization of the insecticide-treated bed nets procurement and distribution planning under uncertainty for malaria prevention and control

Publishing year: 2018 Annals of Operations Research
Department of Mathematics and Systems Analysis

Optimizing Workover Rig Fleet Sizing and Scheduling Using Deterministic and Stochastic Programming Models

Publishing year: 2018 Industrial and Engineering Chemistry Research
Not published at Aalto University

Combining Progressive Hedging with a Frank--Wolfe Method to Compute Lagrangian Dual Bounds in Stochastic Mixed-Integer Programming

Publishing year: 2018 SIAM JOURNAL ON OPTIMIZATION