Coordination in a Distributed Problem Solving Network,

Abstract

Distributed problem solving networks provide an interesting application area for high-level network coordination through the use of organizational structuring. We describe a decentralized approach to the coordination of these networks that relies on each node making sophisticated local activity decisions. Each node is guided by a high-level strategic plan for cooperation among nodes in the network and must balance its own perceptions of appropriate problems solving activity with activities deemed important by other nodes. The high-level strategic plan, which is a form of meta-level control, is represented as a network organizational structure specifying in a general way the information and control relationships among the nodes. In addition to its application to Distributed Artificial Intelligence, this research has implications for organizing and controlling complex knowledge-based systems that involve semi-autonomous problem solving agents.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jan 01, 1984
Accession Number
ADA148925

Entities

People

  • D. D. Corkill
  • V. R. Lesser

Organizations

  • University of Massachusetts Amherst

Tags

Communities of Interest

  • Autonomy
  • Human Systems
  • Sensors

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Automated Speech Recognition
  • Cognitive Science
  • Computer Science
  • Computers
  • Computing System Architectures
  • Cooperation
  • Detectors
  • Information Science
  • Knowledge Based Systems
  • Massachusetts
  • Network Architecture
  • Networks
  • Nodes
  • Organizational Structure
  • Sensor Networks
  • Wireless Sensor Networks

Fields of Study

  • Computer science

Readers

  • Artificial Intelligence
  • Computer Networking
  • Organizational Process Management (OPM).

Technology Areas

  • AI & ML
  • AI & ML - Autonomous Systems
  • AI & ML - DoD AI Strategy
  • AI & ML - Machine Learning Algorithms