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EAAI
2010
86views more  EAAI 2010»
13 years 4 months ago
Resolution of nonlinear interval problems using symbolic interval arithmetic
: An interval problem is a problem where the unknown variables take interval values. Such a problem can be defined by interval constraints, such as "the interval [a, b] [a, b...
Luc Jaulin, Gilles Chabert
AISC
2004
Springer
13 years 10 months ago
Combination of Nonlinear Terms in Interval Constraint Satisfaction Techniques
Nonlinear constraint systems can be solved by combining consistency techniques and search. In this approach, the search space is reduced using local reasoning on constraints. Howev...
Laurent Granvilliers, Mina Ouabiba
ASPDAC
2008
ACM
135views Hardware» more  ASPDAC 2008»
13 years 6 months ago
Analog circuit simulation using range arithmetics
The impact of parameter variations in integrated analog circuits is usually analyzed by Monte Carlo methods with a high number of simulation runs. Few approaches based on interval ...
Darius Grabowski, Markus Olbrich, Erich Barke
RC
2002
72views more  RC 2002»
13 years 4 months ago
Symbolic Preconditioning with Taylor Models: Some Examples
Deterministic global optimization with interval analysis involves - using interval enclosures for ranges of the constraints, objective, and gradient to reject infeasible regions, r...
R. Baker Kearfott, G. William Walster
GECCO
2010
Springer
169views Optimization» more  GECCO 2010»
13 years 8 months ago
Robust symbolic regression with affine arithmetic
We use affine arithmetic to improve both the performance and the robustness of genetic programming for symbolic regression. During evolution, we use affine arithmetic to analyze e...
Cassio Pennachin, Moshe Looks, João A. de V...