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Parallel Best-First Branch-and-Bound in Discrete Optimization: a Framework (1995)  (Make Corrections)  (3 citations)
Ricardo Correa, Afonso Ferreira
Solving Combinatorial Optimization Problems in Parallel



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Abstract: In this report, parallelism is used as a way to solve discrete optimization problems. We search for an optimal solution x 2 S , where S is the set of all best solutions in a domain S, defined as the discrete set of all vectors x in the solution space that satisfy a set of constraints. Improving the search efficiency is of considerable importance since exhaustive search is often impracticable. The method called branch-and-bound (noted B&B) is a tree search algorithm often used as an... (Update)

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...offer efficient components. Moreover, parallelism seems to be an interesting option to resolve larger problems more quickly [3, 5, 12, 16, 24, 36]. However, when someone writes an efficient sequential Branch and Bound application, he rarely ports it on a parallel machine....

...on the number of iterations. However, this reduction can deviate considerably from CCS 95 53 linear due to possible speedup anomalies [3]. This kind of parallel branch and bound is considered as an irregular parallel algorithm due to the fact that the shape of the search...

Cited by:   More
A Library Hierarchy for Implementing Scalable Parallel.. - Ralphs, Ladanyi.. (2004)   (Correct)
A Parallel General Branch-and-Bound Library and Applications.. - Correa, al.   (Correct)
BOB : a Unified Platform for Implementing Branch-and-Bound.. - Le Cun, Team (1995)   (Correct)

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1.3:   Asynchronous Parallel Branch and Bound and Anomalies - de Bruin, Kindervater.. (1995)   (Correct)
1.1:   Parallel Processing of Discrete Optimization Problems - Ananth, Kumar, Pardalos (1992)   (Correct)
1.1:   A Survey of Parallel Search Algorithms for Discrete.. - Grama, Kumar (1993)   (Correct)

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BibTeX entry:   (Update)

Correa (R.) et Ferreira (A.). -- Parallel best-first branch-and-bound in discrete optimization : a framework. -- Rapport technique n 95--03, DIMACS, Rutgers University, Mars 1995. http://citeseer.ist.psu.edu/article/et95parallel.html   More

@inproceedings{ correa96parallel,
    author = "Ricardo C. Correa and Afonso Ferreira",
    title = "Parallel best-first branch-and-bound in discrete optimization: a framework",
    booktitle = "Solving Combinatorial Optimization Problems in Parallel",
    pages = "171-200",
    year = "1996",
    url = "citeseer.ist.psu.edu/article/et95parallel.html" }
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