Publications

Articles (revues avec comité de lecture)

2022

• Mixed integer (non)linear approaches for the satellite constellation design problem
  Luca Mencarelli, Julien Floquet, Frédéric Georges and Dominique Grenier
  Optimization and Engineering, Springer Verlag, sep, 2022   

2020

• A Mixed Integer Nonlinear Approach for the Automated Superstructure Generation Problem
  Luca Mencarelli and Alexandre Pagot
  Computer Aided Chemical Engineering, vol. 48, pp. 727-732, Elsevier, oct, 2020   
• A review on superstructure optimization approaches in process system engineering
  Luca Mencarelli, Qi Chen, Alexandre Pagot and Ignacio Grossmann
  Computers & Chemical Engineering, vol. 136, pp. 106808, Elsevier, may, 2020   
• Optimization approaches to the integrated system of catalytic reforming and isomerization processes in petroleum refinery
  Pascal Duchêne, Luca Mencarelli and Alexandre Pagot
  Computers & Chemical Engineering, vol. 141, pp. 107009, Elsevier, oct, 2020   
• Surrogate-based modeling techniques with application to catalytic reforming and isomerization processes
  Luca Mencarelli, Alexandre Pagot and Pascal Duchêne
  Computers & Chemical Engineering, vol. 135, pp. 106772, Elsevier, apr, 2020   

2019

• Complex portfolio selection via convex mixed-integer quadratic programming: a survey
  Luca Mencarelli and Claudia d'Ambrosio
  International Transactions in Operational Research, vol. 26 (2), pp. 389-414, Wiley, mar, 2019   

2018

• Relaxations and heuristics for the multiple non-linear separable knapsack problem
  Claudia d'Ambrosio, Silvano Martello and Luca Mencarelli
  Computers and Operations Research, vol. 93, pp. 79-89, Elsevier, may, 2018   
• The multiplicative weights update algorithm for mixed integer nonlinear programming: theory, applications, and limitations
  Luca Mencarelli
  4OR: A Quarterly Journal of Operations Research, vol. 16 (3), pp. 341-342, Springer Verlag, sep, 2018   

2017

• A multiplicative weights update algorithm for MINLP
  Luca Mencarelli, Youcef Sahraoui and Leo Liberti
  EURO Journal on Computational Optimization, vol. 5 (1-2), pp. 31-86, Springer, mar, 2017   

2016

• Heuristics for the General Multiple Non-linear Knapsack Problem
  Luca Mencarelli, Claudia d'Ambrosio, Angelo Di Zio and Silvano Martello
  Electronic Notes in Discrete Mathematics, vol. 55, pp. 69-72, Elsevier, nov, 2016   

Conférences sans actes

2022

• An Outer Approximation Algorithm for 0-1 Polynomial Programming
  Luca Mencarelli
  HUGO 2022 - XV. Workshop on Global Optimization (Szeged), jan, 2022   
• The Satellite Constellation Design Problem via MI(N)LP Boosted with a Genetic Algorithm
  Luca Mencarelli, Julien Floquet, Frédéric Georges, Baptiste Guillaud and Wissal Mellouki
  PGMO Days 2022 (Palaiseau), jan, 2022   

2021

• Mixed Integer Nonlinear Approaches for the Satellite Constellation Design Problem
  Luca Mencarelli, Julien Floquet and Frédéric Georges
  PGMO DAYS 2021 (Palaiseau), jan, 2021   

2018

• A Multiplicative Weights Update Algorithm for a Class of Pooling Problems
  Luca Mencarelli
  16th Cologne-Twente Workshop on Graphs and Combinatorial Optimization (Paris), jan, 2018   

2015

• Collateral Selection and Management via Mixed Integer Nonlinear Approaches
  Luca Mencarelli and Claudia d'Ambrosio
  16ème conférence ROADEF Société Française de Recherche Opérationnelle et Aide à la Décision (Marseille), jan, 2015   

Thèse

2017

• The Multiplicative Weights Update Algorithm for Mixed Integer NonLinear Programming : Theory, Applications, and Limitations
  Luca Mencarelli
  Université Paris-Saclay, dec, 2017   

Autre publication

2021

• Forecasting Nonnegative Time Series via Sliding Mask Method (SMM) and Latent Clustered Forecast (LCF)
  Yohann de Castro and Luca Mencarelli
  feb, 2021