Title :
Observations concerning the complexity of a class of on-line algebraic problems
Author_Institution :
Dept. of Electrical Engng. & Computer Sci., Univ. of California-San Diego, La Jolla, CA, USA
Abstract :
Defines and studies a class of on-line algebraic problems; a particular problem in this class is specified by providing an n×n matrix A. The author shows that the question of algebraic complexity reduces to determining the existence of what he calls (r, u) factorizations of A. Given an n×n matrix A, a factorization A =RU (R and U are n×m and m×n matrices, respectively; m unconstrained) is called an (r, u) factorization, provided that no row of R has more than r nonzero entries and no column of U has more than u nonzero entries. The existence of (r, u) factorization is explored from a general perspective.
Keywords :
computational complexity; data structures; matrix algebra; complexity; data structures; factorizations; matrices; online algebraic problems; Algorithm design and analysis; Complexity theory; Computational modeling; Computers; Fault diagnosis; Matrices; Polynomials; Algebraic complexity; algorithms; data structures; matrix factorization; on-line complexity;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.1981.6312162