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Randomized parallel algorithms for backtrack search and branch-and-bound computation

Authors: Karp, Richard M.; Zhang, Yanjun;

Randomized parallel algorithms for backtrack search and branch-and-bound computation

Abstract

Backtracking and Branch-and-Bound are the main methods for solving combinatorial search and optimization problems. The paper proposes two randomized schemas for implementing the two methods in their full generality in a message-passing multiprocessor system with a constant number of processors. A careful probabilistic analysis shows that with high probability the proposed algorithms achieve within a constant factor the optimal theoretic speed-up. The paper is of great interest for both algorithms and distributed systems specialists.

Related Organizations
Keywords

Backtrack search, Analysis of algorithms and problem complexity, Distributed algorithms, branch-and-bound, Combinatorics in computer science, distributed parallel computation

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    popularity
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    influence
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Powered by OpenAIRE graph
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
122
Top 10%
Top 1%
Top 10%
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