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Interval arithmetic techniques such as VALENCIA-IVP allow calculating guaranteed enclosures of all reachable states of continuous-time dynamical systems with bounded uncertainties of both initial conditions and system parameters. Considering the fact that, in naive implementations of interval algorithms, overestimation might lead to unnecessarily conservative results, suitable consistency tests are essential to obtain the tightest possible enclosures. In this contribution, a general framework for...
The purpose of this article is to show the great interest of the use of propagation (or pruning) techniques, inside classical interval Branch-and-Bound algorithms. Therefore, a propagation technique based on the construction of the calculus tree is entirely explained and some properties are presented without the need of any formalism (excepted interval analysis). This approach is then validated on a real example: the optimal design of an electrical rotating machine.
The purpose of this article is to show the great interest of the
use of propagation (or pruning) techniques, inside classical
interval Branch-and-Bound algorithms. Therefore, a propagation
technique based on the construction of the calculus tree is
entirely explained and some properties are presented without the
need of any formalism (excepted interval analysis). This approach
is then validated on a real example: the optimal design of an
electrical rotating machine.
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