Speaker
Lorenzo Moneta
(CERN)
Description
Advanced mathematical and statistical computational methods are required by the LHC experiments to analyzed
their data. These methods are provided by the Math work package of the ROOT project. We present an overview
of the recent developments of this work package by describing in detail the restructuring of the core
mathematical library in a coherent set of new C++ classes and interfaces. We will describe how this new core
Math library has been integrated in the ROOT framework and it is used by the ROOT analysis objects. We will
present as well the achieved improvements, in terms of performances and quality, of numerical methods present
in ROOT, such as random number generations, or matrix computations.
Furthermore, we will review the new developments in the fitting and minimization packages, where new classes
have been introduced to extend the previously existing functionality and to provide consistent interfaces to the
users.
We will present as well the recent and planned developments of integrating in the ROOT environment new
advanced statistical tools required for the analysis of the LHC data.
Primary author
Lorenzo Moneta
(CERN)
