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On a Parallel Algorithm for the Determination of Multiple Optimal Solutions for the LCSS Problem

  • Bchira Ben MabroukEmail author
  • Hamadi Hasni
  • Zaher Mahjoub
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10048)

Abstract

For particular real world combinatorial optimization problems e.g. the longest common subsequence problem (LCSSP) from Bioinformatics, determining multiple optimal solutions (DMOS) is quite useful for experts. However, for large size problems, this may be too time consuming, thus the resort to parallel computing. We address here the parallelization of an algorithm for DMOS for the LCSSP. Considering the dynamic programming algorithm solving it, we derive a generic algorithm for DMOS (A-DMOS). Since the latter is a non perfect DO-loop nest, we adopt a three-step approach. The first consists in transforming the A-DMOS into a perfect nest. The second consists in choosing the granularity and the third carries out a dependency analysis in order to determine the type of each loop i.e. either parallel or serial. The practical performances of our approach are evaluated through experimentations achieved on input benchmarks and random DNA sequences and targeting a parallel multicore machine.

Keywords

Bioinformatics Combinatorial optimization problem Dependency analysis Dynamic programming Longest common subsequence Loop nest Multiple optimal solutions Multicore machine Parallelization Polyhedral algorithm 

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Copyright information

© Springer International Publishing AG 2016

Authors and Affiliations

  • Bchira Ben Mabrouk
    • 1
    Email author
  • Hamadi Hasni
    • 2
  • Zaher Mahjoub
    • 1
  1. 1.Faculty of Sciences of TunisUniversity of Tunis El Manar, University CampusTunisTunisia
  2. 2.Higher School of Technology and Computer ScienceTunisTunisia

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