Agent-based analysis and simulation of meta-reasoning processes in strategic naval planning

Authors:
Mark Hoogendoorn;Catholijn M. Jonker;Peter-Paul van Maanen;Jan Treur
Affiliations:
Vrije Universiteit Amsterdam, Dept. of Artificial Intelligence, De Boelelaan 1081, 1081 HV Amsterdam, The Netherlands;Delft University of Technology, Dept. of Man-Machine Interaction, Mekelweg 4, 2628 CD Delft, The Netherlands;Vrije Universiteit Amsterdam, Dept. of Artificial Intelligence, De Boelelaan 1081, 1081 HV Amsterdam, The Netherlands and TNO Human Factors, Dept. of Human Interfaces, P.O. Box 23, 3769 ZG Soester ...;Vrije Universiteit Amsterdam, Dept. of Artificial Intelligence, De Boelelaan 1081, 1081 HV Amsterdam, The Netherlands
Venue:
Knowledge-Based Systems
Year:
2009

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Abstract

This paper presents analysis and simulation of meta-reasoning processes based on an agent-based meta-level architecture for strategic reasoning in naval planning. The architecture was designed as a generic agent model and instantiated with decision knowledge acquired from naval domain experts and was specified as an executable agent-based model which has been used to perform a number of simulations. To evaluate the simulation results, relevant properties for the planning decision were identified and formalized. These properties have been validated for the simulation traces.