Analysis of Multi-State Systems with Multi-State Components Using EVMDDs

Abstract

This paper proposes a new analysis method of multi-state systems with multi-state components using multivalued decision diagrams (MDDs). The multi-state systems with multi-state components can be considered as multi-valued functions called structure functions. Since the structure functions are usually monotone increasing functions, they can be represented compactly using edge-valued MDDs (EVMDDs). This paper proposes an efficient analysis method using EVMDDs. It shows that by using EVMDDs, the structure functions can be represented more compactly than existing methods using ordinary MDDs, and systems can be analyzed with comparable computation time.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 2012
Accession Number
ADA582465

Entities

People

  • Jon T. Butler
  • Shinobu Nagayama
  • Tsutomu Sasao

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Algorithms
  • Communication Systems
  • Computations
  • Computer Science
  • Computers
  • Control Systems
  • Education
  • Fault Tolerance
  • Flight Control Systems
  • Information Operations
  • Markov Models
  • Mathematical Analysis
  • Mathematics
  • Monotone Functions
  • Multiplexing
  • Probability
  • Terminals

Fields of Study

  • Computer science
  • Engineering

Readers

  • Calculus or Mathematical Analysis
  • Computer Programming and Software Development.