Parallel linear programming in fixed dimension almost surely in constant time

Author:

Alon Noga1,Megiddo Nimrod1

Affiliation:

1. IBM Almaden Research Center, San Jose, CA; and Tel Aviv Univ., Tel Aviv, Israel

Abstract

For any fixed dimension d , the linear programming problem with n inequality constraints can be solved on a probabilistic CRCW PRAM with O ( n ) processors almost surely in constant time. The algorithm always finds the correct solution. With nd /log 2 d processors, the probability that the algorithm will not finish within O ( d 2 log 2 d ) time tends to zero exponentially with n . — Authors' Abstract

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software

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