Abstract. We define a natural and realistic model of parallel computation called the PRAM model without bit operations. It is like the usual PRAM model, the main di#erence being that no bit operations are provided. It encompasses virtually all known parallel algorithms for (weighted) combinatorial optimization and algebraic problems. In this model we prove that for some large enough constant b, the mincost-flow problem for graphs with n vertices cannot be solved deterministically (or with randomization) in # n/b (expected) time using 2 # n/b processors; this is so even if we restrict every cost and capacity to be an integer (nonnegative if it is a capacity) of bitlength at most an for some large enough constant a. A similar lower bound is also proved for the max-flow problem. It follows that these problems cannot be solved in our model deterministically (or with randomization)
|
1206
|
Introduction to Parallel Algorithms and Architectures: Arrays
– Leighton
- 1992
|
|
782
|
Geometric Algorithms and Combinatorial Optimization. Algorithms and Combinatorics 2. SpringerVerlag
– Grötschel, Lovász, et al.
- 1988
|
|
503
|
Optimization, approximation, and complexity classes
– Papadimitriou, Yannakakis
- 1991
|
|
457
|
A new polynomial-time algorithm for linear programming
– Karmarkar
- 1984
|
|
338
|
Combinatorial Optimization: Networks and Matroids
– Lawler
- 1976
|
|
281
|
Parallel algorithms for shared-memory machines
– Karp, Ramachandran
- 1990
|
|
274
|
Computational Geometry. An introduction through randomized algorithms
– Mulmuley
- 1994
|
|
269
|
Probabilistic computation, towards a unified measure of complexity
– Yao
- 1977
|
|
266
|
A new approach to the maximum flow problem
– Goldberg, Tarjan
- 1988
|
|
238
|
Quantifier Elimination for Real Closed Fields by Cylindrical Algebraic Decomposition
– Collins
- 1975
|
|
200
|
Ramanujan graphs
– Lubotzky, Philips, et al.
- 1988
|
|
194
|
bounds for algebraic computation trees
– Lower
- 1983
|
|
168
|
Worst-Case Analysis of a New Heuristic for the Traveling Salesman Problem, Management Science Research
– Christofides
- 1976
|
|
166
|
The complexity of finite functions
– Boppana, Sipser
- 1989
|
|
157
|
Separating the polynomial-time hierarchy by oracles
– Yao
- 1985
|
|
149
|
editor. A Synthesis of Parallel Algorithms
– Reif
- 1993
|
|
129
|
Natural proofs
– Razborov, Rudich
- 1997
|
|
120
|
Lower bounds on the monotone complexity of some boolean functions
– Razborov
- 1985
|
|
119
|
Matching is as easy as matrix inversion
– Mulmuley, Vazirani, et al.
- 1987
|
|
115
|
Parity, circuits and the polynomial time hierarchy
– Furst, Saxe, et al.
- 1984
|
|
114
|
The monotone circuit complexity of boolean functions
– Alon, Boppana
- 1987
|
|
104
|
How good is the simplex algorithm
– Klee, Minty
- 1972
|
|
98
|
On the Betti numbers of real varieties
– Milnor
- 1964
|
|
90
|
A Polynomial Algorithm in Linear Programming
– Khachian
- 1979
|
|
75
|
A strongly polynomial algorithm to solve combinatorial linear programs
– Tardos
- 1986
|
|
64
|
Lower bounds for algebraic decision trees
– Steele, Yao
- 1982
|
|
63
|
Completeness Classes in Algebra
– Valiant
- 1979
|
|
62
|
Sur l'homologie des varietes algebriques reelles
– Thom
- 1965
|
|
61
|
Matching Theory. Akad'emiai Kiad'o
– Lov'asz, Plummer
- 1986
|
|
54
|
Fast parallel matrix inversion algorithms
– Csanky
- 1976
|
|
54
|
Fast parallel computation of polynomials using few processors
– Valiant, Skyum, et al.
- 1983
|
|
43
|
Global Min-cuts in RNC, and Other Ramifications of a Simple Min-Cut Algorithm
– Karger
- 1993
|
|
33
|
The complexity of computing the permanent, Theoret
– VALIANT
- 1979
|
|
23
|
Lower bounds for algebraic computation trees with integer inputs
– Yao
- 1991
|
|
22
|
An O(n log n) parallel max-flow algorithm
– Shiloach, Vishkin
- 1982
|
|
19
|
A Bad Network Problem for the Simplex Method and Other Minimum Cost Flow Algorithms
– Zadeh
- 1973
|
|
14
|
A note on the parallel complexity of computing the rank of order n matrices
– Ibarra, Moran, et al.
- 1980
|
|
12
|
E#cient parallel solution of linear systems
– Kaltofen, Pan
- 1991
|
|
11
|
A fast parallel algorithm for determining all roots of a polynomial with real roots
– Ben-Or, Feig, et al.
- 1988
|
|
11
|
The maximum flow problem is logspace complete for P
– Goldschlager, Shaw, et al.
- 1982
|
|
11
|
Derandomization through Approximation: An NC Algorithm for Minimum Cuts
– Karger, Motwani
- 1994
|
|
10
|
Computational complexity of parametric linear programming
– Murty
- 1980
|
|
10
|
The fusion method for lower bounds in circuit complexity
– Wigderson
- 1993
|
|
8
|
Sensitivity analysis for combinatorial optimization
– Gusfield
- 1980
|
|
8
|
astad, Almost optimal lower bounds for small depth circuits
– H
- 1986
|
|
7
|
Precision Polynomial Root Isolation is
– Neff
- 1990
|
|
4
|
Complexity of some parametric integer and network programming problems
– Carstensen
- 1983
|
|
4
|
Approximation algorithms for certain scheduling problems
– Ibarra, Kim
- 1978
|
|
4
|
Arithmetic groups and graphs without short cycles
– Margulis
- 1984
|
|
4
|
Geometric Invariant Theory, 2nd ed
– Mumford, Fogarty
- 1982
|