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Global Optimization Laboratory "Gerardo Poggiali"

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Month: March 2015

Smart airport operations

Thales Firenze presented the results of Pitagora, a project devoted to develop decision support tools for airport management. The University of Florence and KKT, a spinoff from gol, were partners (sub contrctors) of the project. Read the news on the official presentation of

Fabio Schoen March 19, 2015 Latest news from the lab Read more

Machine Learning methods for demand and renewable energy production forecasting

In this work, demand and renewable energy production forecasting problems are treated. The main goal of this work is the prediction’s accuracy improvement using machine learning methods and time series analysis too. In the case of demand forecasting problem we

Fabio Schoen March 18, 2015October 26, 2015 Theses: discussed Read more

MIDA – Machine Intelligence for diagnosis automation

MIDA – Machine Intelligence for diagnosis automation   Oil analysis today is mostly carried out through off-line / off-site procedures and analysed in a laboratory through a standard process. No significant international experience is reported on the use of non

Fabio Schoen March 14, 2015March 14, 2015 Projects Read more

SMARTY – Smart Transport for Sustainable City

Smart Transport for Sustainable City The project aims to develop an ICT platform for the development of innovative mobility, promoting the use of transport systems like flexible bus, car pooling, car and bike sharing integrated with traditional transport systems. A platform

Fabio Schoen March 14, 2015March 14, 2015 Projects Read more

Simulation of equilibrium power allocation strategies in transmission networks

In a network some users, called primary, require connection for their transmission at a specified power, while other, called secondary, compete to share the remaining bandwidth, taking into account signal and noise The thesis developes a simulation model to test

Fabio Schoen March 2, 2015October 26, 2015 Theses: discussed Read more

Advanced production planning models

This thesis considers advanced models for production, based on mixed integer linear optimization, when finite capacity constraints are available   Advisor: Fabio Schoen Candidate: Andrea Di Muro Date: laurea: Matematica

Fabio Schoen March 2, 2015October 26, 2015 Theses: discussed Read more

A Pyomo Particle Swarm model for global optimization

A particle swarm method for has been implemented in pyomo, using local searches in place of function evaluations.   Advisor: Fabio Schoen Candidate: Edoardo Belli date: November 2014 Larea: triennale Ingegneria Informatica  

Fabio Schoen March 2, 2015 Theses: discussed Read more

Forecasting methods for bike sharing systems based on dynamic ARIMA models

Forecasting for bike sharing systems is carried out on the basis of ARIMA models and regression, based on actual data taken from available bike sharing systems (Paris, Barcelona, Milan); correlation with weather forecast is also analyzed. Advisor: Fabio Schoen Candidate:

Fabio Schoen March 2, 2015 Theses: discussed Read more

Optimization of expensive functions based on surrogate RBF models

Global optimization of expensive, black-box, functions is analyzed in this thesis. A  python code has been developed to efficiently identify new evaluation points for expensive objective functions Advisor: Fabio Schoen Candidate: Andrea Fresu Date: November 2014 Laurea: specialistica Ingegneria Informatica

Fabio Schoen March 2, 2015 Theses: discussed Read more

Scheduling in dual-resources constrained manufacturing environment: a case study

A complex production planning model has been implemented and tested for a medium-size company active in the sector of frozen food production. Advisor: Fabio Schoen Candidate: Gianluca Forte Date: October 2014 Laurea: specialistica Ingegneria Meccanica

Fabio Schoen March 2, 2015 Theses: discussed Read more
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Recent News from the Lab

  • 2022 Summer – Two International Events Organized by GOL

  • Optimization Models

  • Master Thesis Proposals / Information Engineering & Artificial Intelligence, Management Engineering et al.

  • Open Day Engineering School

  • Introduction to Operations Research

Theses (proposals)

  • Thesis Proposals (M. Lapucci)

  • Machine Learning & Optimization for Cancer Research

  • Global Optimization methods based on Clustering, Populations, Random Projections

  • Experiments in quantum computing and optimization

  • On the combination of Clustering and Multi-Objective Approaches

COVID-19 emergency

  • Crowded Zone – a Web App for social-distancing

  • Personnel scheduling in health care

  • Covering and localization problems

  • folding@home – GPU sharing initiative to fight the virus

  • Shift planning for emergency

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