Authors: Kostolny, Jozef
Zaitseva, Elena
Stojković, Suzana
Stanković, Radomir 
Title: Application of multi-valued decision diagrams in computing the direct partial logic derivatives
Journal: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume: 9520
First page: 41
Last page: 48
Conference: 15th International Conference on Computer Aided Systems Theory, EUROCAST 2015; Las Palmas de Gran Canaria; Spain; 8 February 2015 through 13 February 2015
Issue Date: 1-Jan-2015
Rank: M33
ISBN: 978-3-319-27339-6
ISSN: 0302-9743
DOI: 10.1007/978-3-319-27340-2_6
Abstract: 
Multi-State Systems (MSSs) are mathematical models often used in reliability engineering since allow a rather detailed evaluation of system reliability. These models represent the system reliability/ availability behavior from the perfect functioning to the fault, but allow to distinguish several intermediate states. The calculation of related reliability measures can be performed in terms of Direct Partial Logic Derivatives (DPLDs). A drawback of this approach is high dimensionality of MSSs. To overcome this problem, we propose to use Multi-valued Decision Diagrams (MDDs) as a data structure to represent multi-state systems and perform computations of reliabilitymeasures in terms ofDPLDs.
Keywords: Direct partial logic derivative | Multi-state systems | Multi-valued decision diagram | Reliability analysis
Publisher: Springer Link

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