An Analysis of Multiple Layered Networks

Abstract

Current infrastructure network models of single functionality do not typically account for the interdependent nature of infrastructure networks. Infrastructure networks are generally modeled individually, as an isolated network or with minimal recognition of interactions. This research develops a methodology to model the individual infrastructure network types while explicitly modeling their interconnected effects. The result is a formulation built with two sets of variables (the original set to model infrastructure characteristics and an additional set representing cuts of interdependent elements). This formulation is decomposed by variable type using Benders Partitioning and solved to optimality using a Benders Partitioning algorithm. Current infrastructure network models of single functionality do not typically account for the interdependent nature of infrastructure networks, Infrastructure networks are generally modeled individually, as an isolated network or with minimal recognition of interactions, This research develops a methodology to model the individual infrastructure network types while explicitly modeling their interconnected effects, The result is a formulation built with two sets of variables (the original set to model infrastructure characteristics and an additional set representing cuts of interdependent elements) This formulation is decomposed by variable type using Benders' Partitioning and solved to optimality using a Benders' Partitioning algorithm.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 2003
Accession Number
ADA420865

Entities

People

  • Kevin T. Kennedy

Organizations

  • Air Force Institute of Technology

Tags

Communities of Interest

  • Cyber
  • Electronic Warfare
  • Energy and Power Technologies
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force
  • Algorithms
  • Communication Systems
  • Computer Networks
  • Computers
  • Health Services
  • Infrastructure
  • Linear Programming
  • Military Applications
  • Military Science
  • Mobile Phones
  • National Security
  • Network Protocols
  • Network Science
  • Spreadsheet Software
  • Transportation Infrastructure
  • United States

Fields of Study

  • Computer science

Readers

  • Computational Modeling and Simulation
  • Cybersecurity.

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms