Rawan Ghnemat photo Rawan M. GHNEMAT  

Doctor    
in Computer Science    

LITIS (EA 4108) - Le Havre University
25 rue Ph. Lebon, BP 540
76058 Le Havre Cedex, France

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PhD & Research

PhD title:
"Adaptive Modeling for Spatial Emergence within Complex Systems"

Supervisors:

The aim of this work concerns the implementation of swarm intelligence models in order to study the spatial emergence of organizations within self-organized systems, under multi-criteria constraints. The scientific context of the modeling formalism is developped in this document. A methodology is presented and leads to the development of a complex heuristic linking bio-inspirated elementary models, based on ant algorithms. An application is developped and concerns the service/user modeling - specifically for cultural services - in urban dynamics. Models of adaptive mechanisms of services during their usage are also proposed.

KEYWORDS: Complex Systems, Self-Organization, Swarm Intelligence, Ant Algorithms, Multi-scale Decision Making, Urban Dynamics.

More details can be founded here

Publications & Conferences

A complete list of publications can be find here
In the following you will find only the publications for the last year only (2009):

  • R.Ghnemat, C. Bertelle and G.H.E. Duchamp,
    "Modeling Spatial Organization with Swarm Intelligence Processes"
    Invited Paper for Bio-Inspired Computation for Engineering Applications (BioICEA), Special Issue for Int. J. of Bio-inspired Computation, Indersciences (in press)
  • R.Ghnemat, C. Bertelle and G.H.E. Duchamp,
    "Community Swarm Optimization"
    in M.A. Aziz-Alaoui and C. Bertelle (eds), "From System Complexity to Emergent Properties", Springer, 2009 (in press)
  • R. Ghnemat, C. Bertelle and G.H.E. Duchamp,
    "A Methodology for Urban and Land-Use Management Simulation Using Spatial Self-Organization Processes"
    DCDIS Series B, pp 501-513, Vol 16, Number 4, 2009.
  • R. Ghnemat, C. Bertelle and G.H.E. Duchamp,
    "Swarm Intelligence for Urban Dynamics Modeling"
    American Institute of Physics (AIP) Conference Proceedings 1117, April 2009.
  • R.Ghnemat, C. Bertelle and G.H.E. Duchamp,
    "Self-Organization Simulation over Geographical Information Systems Based on Multi-Agent Platform"
    in C.Bertelle, G.H.E. Duchamp and H. Kadri-Dahmani (eds), "Complex systems ans Self-Organization Modelling", Springer, 2009.

Presentations

A complete list of presentations can be find here
In the following you will find only the presentations for the last year only (from August 2008):

  • IEEE-ICIT
    Al-Ain, UAE, December 16-18, 2008.
  • ESM 2008
    Le Havre University, France, October 27-29, 2008.
  • MESM 2008
    Philadelphia University, Jordan, August 26-28, 2008.

More details can be founded here

Projects

  • MDCU - Modélisation de la Dynamique Culturelle Urbaine,
    CPER Project, Région Haute-Normandie, 2007 - 2009.
  • IT-CoSyME,
    Jordan-France Researcher Network.
  • METISSE/Pole Sud
    RNSC "Réseau National sur les systèmes complexes"
  • EMERGIS
    ANR project in submission

More details can be founded here

Teaching

  • Numerical analysis laboratories,
    L3 (final year of B.Sc.) in Computer Science,
    UFRST, University of Le Havre,
    from 2006/2007.

  • Data Structures and Algorithms,
    B.Sc. in Computer Engineering,
    Al-Balqa Applied University,
    Summer Semester 2006.

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