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Matrix factorization and approximate GCDs

Paola Boito-2011-01-01-Edizioni della Normale eBooks
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TL;DRAbstract

This chapter describes some methods for approximate GCD computation which are based upon a rank-revealing factorization, of a resultant matrix. Such factorizations are useful for approximate rank determination, and therefore to determine bounds on the degree of an approximate GCD; a set of coefficients is then derived either from the factorization itself, or using other techniques. The results given by factorization-based methods are sometimes significantly improved by a refinement stage.

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This chapter describes some methods for approximate GCD computation which are based upon a rank-revealing factorization, of a resultant matrix. Such factorizations are useful for approximate rank determination, and therefore to determine bounds on the degree of an approximate GCD; a set of coefficients is then derived either from the factorization itself, or using other techniques. The results given by factorization-based methods are sometimes significantly improved by a refinement stage.

Keywords

FactorizationRank (graph theory)Matrix decompositionSet (abstract data type)Dixon's factorization methodMathematicsMatrix (chemical analysis)Computation

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