FR Conception et optimisation de systemes d'inference floue
EN Fuzzy inference system design and optimization
SP Concepción y optimizacion de sistemas borrosos
FisPro Index
FisPro 3.5 (Last update January 2013)
FisPro(Fuzzy Inference System Professional)

Apart from the authors of FisPro, S. Guillaume, B. Charnomordic and J-L. Lablée, the main contributors are:

  • C++
    • Optimization module, François OLIVIER, from the work by Pierre-Yves GLORENNEC, "Algorithmes d'apprentissage pour systèmes d'inférence floue", Edns. Hermes, 1999.
    • OLS module, Sébastien DESTERCKE.
    • SUPERFIS module (chaining Fuzzy Inference Systems), Vincent THERRY, with the help of Envilys (
    • Design of the implicative systems, Hazaël JONES.
    • C++ implementation of the implicative systems, Lydie DESPERBEN.
    • Optimized and parallel version of FisPro (OPENMP standard), Russel STANDISH.
      Special thanks for the initial OPENMP version and for your help in the new version implementation.

  • Java
    • Interface JNI (Java-C++), Pierre-Marie BOYER.
    • Data viewing, Mathieu GRELIER.
    • Graphical viewing module for fuzzy decision trees, java interface of the implicative systems, Anne TIREAU.

  • Communication
    • Logo, icons and webdesign of FisPro, Jean-Michel FATOU (
    • Portuguese translation, Moacir Jr Pedroso, Embrapa (
    • Spanish translation of the quickstart guide,Juan Luis CORTI,MGAP (


    The Generating Understandable and Accurate Fuzzy Models in a Java Environmennt (GUAJE) software, which uses FisPro methods, is dedicated to integrating both types of knowledge, expert knowledge and knowledge learnt from data. The integration is done by merging both rule bases under expert supervision. The software allows to check the resulting data base quality: completeness, coherence and no redundancy.


    The initial development of FisPro was sustained by public funds from the French government and from Languedoc-Roussillon regional funds, during a research project, COST 2000-012, coordinated by the TRIAL (Transfert-LR),with the industrial partnership of the Cave Cooperative "La Malepère", Arzens, Aude.