Some Exact Complexity Results for Straight-Line Computations over Semirings

The problem of computing polynomials in certain semmngs is considered. Precise bounds are obtained on the number of multiplications required by straight-hne algorithms which compute such functions as iterated matrix multiplication, iterated convolution, and permanent Usmg these bounds, tt is shown that the use of branching can exponentially speed up computations using the min, + operations, and that subtraction can exponentially speed up arithmetic computations These results can be interpreted as denying the existence of fast "universal" algorithms for computing certain polynomials K~V wol~os AND prmASES artthmeuc complexity, convexity theory, Farkas Lemma, minimax algebra, straight-hne algorithm

[1]  Alfred V. Aho,et al.  The Design and Analysis of Computer Algorithms , 1974 .

[2]  Marc Snir On the Size Complexity of Monotone Formulas , 1980, ICALP.

[3]  Webb Miller Computer Search for Numerical Instability , 1975, JACM.

[4]  J. Moon Counting labelled trees , 1970 .

[5]  Leslie G. Valiant,et al.  The Complexity of Computing the Permanent , 1979, Theor. Comput. Sci..

[6]  Leslie G. Valiant,et al.  Completeness classes in algebra , 1979, STOC.

[7]  Ingo Wegener,et al.  Switching Functions Whose Monotone Complexity is Nearly Quadratic , 1979, Theor. Comput. Sci..

[8]  W. J. Thron,et al.  Encyclopedia of Mathematics and its Applications. , 1982 .

[9]  Vaughan R. Pratt The Power of Negative Thinking in Multiplying Boolean Matrices , 1975, SIAM J. Comput..

[10]  Ingo Wegener A Counterexample to a Conjecture of Schnorr Referring to Monotone Networks , 1979, Theor. Comput. Sci..

[11]  Leslie G. Valiant,et al.  Negation can be exponentially powerful , 1979, Theor. Comput. Sci..

[12]  Andrzej Ehrenfeucht,et al.  Complexity measures for regular expressions , 1974, STOC '74.

[13]  Claus-Peter Schnorr,et al.  A Lower Bound on the Number of Additions in Monotone Computations , 1976, Theor. Comput. Sci..

[14]  Journal of the Association for Computing Machinery , 1961, Nature.

[15]  Ky Pan 5. On Systems of Linear Inequalities , 1957 .

[16]  Mike Paterson,et al.  Complexity of Monotone Networks for Boolean Matrix Product , 1974, Theor. Comput. Sci..