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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.