Presentation | 2004-06-21 Solving Job Shop Scheduling Problems With Multiple SAT Solvers Takehide SOH, Katsumi INOUE, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Many algorithms have recently been proposed for solving propositional satisfiability(SAT). This paper is concerned with a method to solve a job-shop scheduling problem(JSSP) by SAT solvers. Here, JSSP is translated into SAT using Crawford and Baker's method. We consider how due time affect the number of translated clauses. It turns out that due time heavily affects the difficulty of SAT problems. Next, to solve JSSP efficiently, we perform parallel execution of SAT solvers through Multisat, which competitively solves SAT problems by both systematic and stochastic SAT solvers. We also compare Multisat with single SAT solvers for JSSP. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | job-shop scheduling problems / propositional satisfiability / SAT solvers |
Paper # | AI2004-4 |
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Committee | AI |
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Conference Date | 2004/6/14(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Solving Job Shop Scheduling Problems With Multiple SAT Solvers |
Sub Title (in English) | |
Keyword(1) | job-shop scheduling problems |
Keyword(2) | propositional satisfiability |
Keyword(3) | SAT solvers |
1st Author's Name | Takehide SOH |
1st Author's Affiliation | Graduate School of Science and Technology, Kobe University() |
2nd Author's Name | Katsumi INOUE |
2nd Author's Affiliation | National Institute of Informatics |
Date | 2004-06-21 |
Paper # | AI2004-4 |
Volume (vol) | vol.104 |
Number (no) | 133 |
Page | pp.pp.- |
#Pages | 6 |
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