36 citations · 85 across the 9 of their papers we have counts for
10 papers
Agent-Based Modeling of Systems of Systems
Jean-Baptiste Soyez, Gildas Morvan, Rochdi Merzouki +1
This paper deals with the generic modeling of systems of systems (SoSs) using agent-based modeling. SoSs are large-scale systems, including numerous-possibly heterogeneous-interact…
SPSC: a new execution policy for exploring discrete-time stochastic simulations
Yu-Lin Huang, Gildas Morvan, Frédéric Pichon +1
In this paper, we introduce a new method called SPSC (Simulation, Partitioning, Selection, Cloning) to estimate efficiently the probability of possible solutions in stochastic simu…
On time and consistency in multi-level agent-based simulations
Gildas Morvan, Yoann Kubera
The integration of multiple viewpoints became an increasingly popular approach to deal with agent-based simulations. Despite their disparities, recent approaches successfully manag…
A First Step Towards Dynamic Hybrid Traffic Modeling
Najia Bouha, Gildas Morvan, Hassane Abouaïssa +1
Hybrid traffic modeling and simulation provide an important way to represent and evaluate large-scale traffic networks at different levels of details. The first level, called "micr…
Dynamic Hybrid Traffic Flow Modeling
Hassane Abouaïssa, Yoann Kubera, Gildas Morvan
A flow of moving agents can be observed at different scales. Thus, in traffic modeling, three levels are generally considered: the micro, meso and macro levels, representing respec…
A Methodology to Engineer and Validate Dynamic Multi-level Multi-agent Based Simulations
Jean-Baptiste Soyez, Gildas Morvan, Daniel Dupont +1
This article proposes a methodology to model and simulate complex systems, based on IRM4MLS, a generic agent-based meta-model able to deal with multi-level systems. This methodolog…
Observation of large-scale multi-agent based simulations
Gildas Morvan, Alexandre Veremme, Daniel Dupont
The computational cost of large-scale multi-agent based simulations (MABS) can be extremely important, especially if simulations have to be monitored for validation purposes. In th…
IRM4MLS: the influence reaction model for multi-level simulation
Gildas Morvan, Alexandre Veremme, Daniel Dupont
In this paper, a meta-model called IRM4MLS, that aims to be a generic ground to specify and execute multi-level agent-based models is presented. It relies on the influence/reaction…
Engineering hierarchical complex systems: an agent-based approach. The case of flexible manufacturing systems
Gildas Morvan, Daniel Dupont, Jean-Baptiste Soyez +1
This article introduces a formal model to specify, model and validate hierarchical complex systems described at different levels of analysis. It relies on concepts that have been d…
Multi-level agent-based modeling with the Influence Reaction principle
Gildas Morvan, Daniel Jolly
This paper deals with the specification and the implementation of multi-level agent-based models, using a formal model, IRM4MLS (an Influence Reaction Model for Multi-Level Simulat…