Publications

• COMM

A distributed approach solving partially flexible job-shop scheduling problem with a Q-learning effect

Wassim Bouazza, Yves Sallez, Bouziane Beldjilali

The advent of new technologies transforms the manufacturing paradigm and facilitates the emergence of "smart" factories. The increased flexibility of modern production tools increases the scheduling complexity. In this work, we propose to deal with Partially Flexible Job-shop Scheduling…

20th World Congress of the International Federation of Automatic Control, Jul 2017, Toulouse, France. pp.15890-15895, ⟨10.1016/j.ifacol.2017.08.2354⟩. ⟨hal-03413216⟩

• COMM

Designing Ethical Cyber-Physical Industrial Systems

Damien Trentesaux, Raphaël Rault

This paper deals with the risk of non-ethical behaviour of future cyber-physical industrial systems designed by researchers. The will of the authors is to foster researchers working on these innovative systems to pay attention to the possible consequences of their design on the welfare of humans…

20th World Congress of the International Federation of Automatic Control, Jul 2017, Toulouse, France. pp.14934-14939, ⟨10.1016/j.ifacol.2017.08.2543⟩. ⟨hal-03413200⟩

• COMM

Adaptive Fuzzy Control for a Class of Multivariable Nonlinear Systems with Unknown Control Direction

Salim Labiod, Thierry-Marie Guerra

In this paper, a direct adaptive fuzzy control scheme is presented for a class of uncertain MIMO nonlinear systems with unknown sign of the control gain matrix. Within this scheme, fuzzy systems are employed to approximate an unknown ideal controller which can achieve the control objectives. The…

20th World Congress of the International Federation of Automatic Control, Jul 2017, Toulouse, France. pp.2995-3000, ⟨10.1016/j.ifacol.2017.08.666⟩. ⟨hal-03406133⟩

• ART

Probabilistic Tabu search with multiple neighborhoods for the Disjunctively Constrained Knapsack Problem

Mariem Ben Salem, Said Hanafi, Raouia Taktak, Hanene Ben-Abdallah

Given a set of items, each with a profit and a weight and a conflict graph describing incompatibilities between items, the Disjunctively Constrained Knapsack Problem is to select the maximum profit set of compatible items while satisfying the knapsack capacity constraint. We develop a probabilistic…

RAIRO - Operations Research, 2017, 51 (3), pp.627-637. ⟨10.1051/ro/2016049⟩. ⟨hal-03401130⟩

• ART

Solving the maximum min-sum dispersion by alternating formulations of two different problems

Zhazira Amirgaliyeva, Nenad Mladenovic, Raca Todosijević, Dragan Urošević

The maximum min-sum dispersion problem aims to maximize the minimum accumulative dispersion among the chosen elements. It is known to be strongly NP-hard problem. In this paper we present heuristic where the objective functions of two different problems are shifted within variable neighborhood…

European Journal of Operational Research, 2017, 260 (2), pp.444-459. ⟨10.1016/j.ejor.2016.12.039⟩. ⟨hal-03402282⟩

• ART

On Strategies to Fix Degenerate k-means Solutions

Daniel Aloise, Nielsen Castelo Damasceno, Nenad Mladenovic, Daniel Nobre Pinheiro

k-means is a benchmark algorithm used in cluster analysis. It belongs to the large category of heuristics based on location-allocation steps that alternately locate cluster centers and allocate data points to them until no further improvement is possible. Such heuristics are known to suffer from a…

Journal of Classification, 2017, 34 (2), pp.165-190. ⟨10.1007/s00357-017-9231-0⟩. ⟨hal-03402183⟩

• COMM

Système Réactif d'Aide à la Décision pour le Transport Intermodal de Marchandises

Yunfei Wang, Ioana Bilegan

Atelier TaxiBarge - Phase 2, VNF, Jul 2017, Lille, France. ⟨hal-03395427⟩

• COMM

DALTON: a Generic Meta-Model to Support Business Rules and Requirements Engineering in a PLM System

Virginie Fortineau, Asma Talhi, Thomas Paviot, Samir Lamouri

This paper deals with the management of business rules and requirements to be integrated to a PLM system during the SE process. It proposes a rule and requirement management process made of four stages: the expression of the rule, the activation of the rule, the application of the rule and the…

IFAC World Congress - 20th WC 2017™, Jul 2017, Toulouse, France. pp.7272-7277, ⟨10.1016/j.ifacol.2017.08.1397⟩. ⟨hal-03666214⟩

• COMM

Machine learning control for experimental shear flows targeting the reduction of a recirculation bubble

Camila Chovet, Laurent Keirsbulck, Bernd R. Noack, Marc Lippert, Jean-Marc Foucaut

The goal is to experimentally reduce the recirculation zone of a turbulent flow (ReH = 31500). The flow is manipulated by a row of micro-blowers (pulsed jets) that are able to generate unsteady jets proportional to any variable DC. Already, periodic jet injection at a forcing frequency of StH = 0.…

The 20th World Congress of the International Federation of Automatic Control, Jul 2017, Toulouse, France. pp.12307-12311, ⟨10.1016/j.ifacol.2017.08.2157⟩. ⟨hal-01856265⟩

• ART

Stability analysis of switched linear systems on non-uniform time domain with unstable subsystems

Fatima Zohra Taousser, Michael Defoort, Mohamed Djemai, Serge Nicaise

In finite element computations, the choice of the mesh is crucial to obtain accurate solutions. In order to evaluate the quality of the mesh, a posteriori error estimators can be used. In this paper, we develop residual-based error estimators for magnetostatic problems with both classical…

IFAC-PapersOnLine, 2017, 50 (1), pp.14873-14878. ⟨10.1016/j.ifacol.2017.08.2524⟩. ⟨hal-03164172⟩