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Navigation

  1. Welcome to Kaviar
  2. Documentation
    1. About the software
    2. Troubleshooting
    3. About the algorithm
    4. References
  3. Download
    1. Installation
    2. Download Kaviar
  4. License

Welcome to Kaviar

Kaviar (Kernel Approximation for VIAbility and Resilience) is a software that uses Support Vector Machines (SVMs) to approximate viability kernels, capture basins and resilience values.

In the version 1.0 of the software:

  • you can use either the algorithm with a regular grid or the active learning algorithm;
  • the capture basins and resilience values are computed in dimension d;
  • you can define heavy (for viability kernel approximation) or optimal (for capture basins and resilience values approximations) controllers;
  • the results can be visualized in 2d or 3d dimension (if the shape is convex).

The sofware is written is the Java programming language. The software has two modes: a GUI mode and a batch mode.

Kaviar software takes part of the european project ​PATRES.

Contact: nicolas.dumoulin@…

The Kaviar's logo has been designed by gaelle loosli.