Details about Laura Palagi

Access statistics for papers by Laura Palagi.

Last updated 2021-01-15. Update your information in the RePEc Author Service.

Short-id: ppa772

Working Papers

2019

1. Branching with Hyperplanes in the Criterion Space:the Frontier Partitioner Algorithm for Biobjective Integer Programming
   DIAG Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza"
   See also Journal Article Branching with hyperplanes in the criterion space: The frontier partitioner algorithm for biobjective integer programming, European Journal of Operational Research, Elsevier (2020) View citations (4) (2020)
2. Online Block Layer Decomposition schemes for training Deep Neural Networks
   DIAG Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza" View citations (1)
3. Profit optimization in one-way free float car sharing services: a user based relocation strategy relying on price differentiation and Urban Area Values
   DIAG Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza"
4. Supervised and unsupervised learning to classify scoliosis and healthy subjects based on non-invasive rasterstereography analysis
   DIAG Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza"
5. The Sales Based Integer Program for Post-Departure Analysis in Airline Revenue Management: model and solution
   DIAG Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza" View citations (1)

2017

6. Global Optimization issues in Supervised Learning. An overview
   DIAG Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza"

2016

7. Revenue Management: a Market-Service decomposition approach for the Sales Based Integer Program model
   DIAG Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza"

2014

8. A Class of Convergent Parallel Algorithms for SVMs Training
   DIAG Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza"

2012

9. An Exact Algorithm for Quadratic Integer Minimization using Nonconvex Relaxations
   DIS Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza" View citations (1)

2010

10. On the convergence of a Jacobi-type algorithm for Singly Linearly-Constrained Problems Subject to simple Bounds
    DIS Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza" View citations (4)
11. Unconstrained formulation of standard quadratic optimization problems
    DIS Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza" View citations (2)
    See also Journal Article Unconstrained formulation of standard quadratic optimization problems, TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer (2012) View citations (3) (2012)

2009

12. An unconstrained approach for solving low rank SDP relaxations of {-1,1} quadratic problems
    DIS Technical Reports, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza"

Journal Articles

2020

1. Block layer decomposition schemes for training deep neural networks
   Journal of Global Optimization, 2020, 77, (1), 97-124
2. Branching with hyperplanes in the criterion space: The frontier partitioner algorithm for biobjective integer programming
   European Journal of Operational Research, 2020, 283, (1), 57-69 View citations (4)
   See also Working Paper Branching with Hyperplanes in the Criterion Space:the Frontier Partitioner Algorithm for Biobjective Integer Programming, DIAG Technical Reports (2019) (2019)
3. Considering patient clinical history impacts performance of machine learning models in predicting course of multiple sclerosis
   PLOS ONE, 2020, 15, (3), 1-18
4. Optimal Siting and Sizing of Wayside Energy Storage Systems in a D.C. Railway Line
   Energies, 2020, 13, (23), 1-22 View citations (6)

2019

5. A neural network approach to the combined multi-objective optimization of the thermodynamic cycle and the radial inflow turbine for Organic Rankine cycle applications
   Applied Energy, 2019, 237, (C), 210-226 View citations (16)
6. Case Article—Production and Distribution Optimization of Beach Equipment for the Marinero Company
   INFORMS Transactions on Education, 2019, 19, (3), 152-154 View citations (1)
7. Case—Production and Distribution Optimization of Beach Equipment for the Marinero Company
   INFORMS Transactions on Education, 2019, 19, (3), 155-159 View citations (2)
8. Global optimization issues in deep network regression: an overview
   Journal of Global Optimization, 2019, 73, (2), 239-277 View citations (6)
9. Machine Learning for the prediction of the dynamic behavior of a small scale ORC system
   Energy, 2019, 166, (C), 72-82 View citations (11)

2018

10. A MILP methodology to optimize sizing of PV - Wind renewable energy systems
    Energy, 2018, 165, (PB), 385-398 View citations (18)
11. Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training
    Computational Optimization and Applications, 2018, 71, (1), 115-145 View citations (3)

2015

12. Using SVM to combine global heuristics for the Standard Quadratic Problem
    European Journal of Operational Research, 2015, 241, (3), 596-605 View citations (2)

2012

13. Unconstrained formulation of standard quadratic optimization problems
    TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, 2012, 20, (1), 35-51 View citations (3)
    See also Working Paper Unconstrained formulation of standard quadratic optimization problems, DIS Technical Reports (2010) View citations (2) (2010)

2009

14. Decomposition Algorithm Model for Singly Linearly-Constrained Problems Subject to Lower and Upper Bounds
    Journal of Optimization Theory and Applications, 2009, 141, (1), 107-126 View citations (19)

1999

15. A Mathematical Programming Approach for the Solution of the Railway Yield Management Problem
    Transportation Science, 1999, 33, (2), 168-181 View citations (39)