Presentation 2008-01-16
Solving the Quadratic Assignment Problem by Hardware Based on a Systolic Algorithm
Yoshihiro KIMURA, Shin'ichi WAKABAYASHI, Shinobu NAGAYAMA,
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Abstract(in English) For the quadratic assignment problem(QAP), a heuristic algorithm based on tabu search, which is implemented as hardware on FPGAs, is proposed to solve the problem efficiently. The proposed hardware algorithm is a systolic algorithm, in which multiple neighborhood solutions are evaluated in parallel, and for each solution, the objective function is evaluated in a pipeline fashion so as to shorten the computation time. The proposed method was implemented on an FPGA chip, and its effectiveness was shown.
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Keyword(in English) quadratic assignment problem / tabu search / systolic algorithm / FPGA
Paper # VLD2007-114,CPSY2007-57,RECONF2007-60
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Committee RECONF
Conference Date 2008/1/9(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Solving the Quadratic Assignment Problem by Hardware Based on a Systolic Algorithm
Sub Title (in English)
Keyword(1) quadratic assignment problem
Keyword(2) tabu search
Keyword(3) systolic algorithm
Keyword(4) FPGA
1st Author's Name Yoshihiro KIMURA
1st Author's Affiliation Graduate School of Information Sciences, Hiroshima City University()
2nd Author's Name Shin'ichi WAKABAYASHI
2nd Author's Affiliation Graduate School of Information Sciences, Hiroshima City University
3rd Author's Name Shinobu NAGAYAMA
3rd Author's Affiliation Graduate School of Information Sciences, Hiroshima City University
Date 2008-01-16
Paper # VLD2007-114,CPSY2007-57,RECONF2007-60
Volume (vol) vol.107
Number (no) 418
Page pp.pp.-
#Pages 6
Date of Issue