A Novel Approach to Selecting Contractor in Agent-based Multi-sensor Battlefield Reconnaissance Simulation
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TLDR
A novel approach towards showing how contractor in agent-based simulation for complex warfare system such as multi-sensor battlefield reconnaissance system can be selected in Contract Net Protocol (CNP) with high efficiency is presented.Abstract:
This paper presents a novel approach towards showing how contractor in agent-based simulation for complex warfare system such as multi-sensor battlefield reconnaissance system can be selected in Contract Net Protocol (CNP) with high efficiency. We first analyze agent and agent-based simulation framework, CNP and collaborators, and present agents interaction chain used to actualize CNP and establish agents trust network. We then obtain contractor's importance weight and dynamic trust by presenting fuzzy similarity-based algorithm and trust modifying algorithm, thus we propose contractor selecting approach based on maximum dynamic integrative trust. We validate the feasibility and capability of this approach by implementing simulation, analyzing compared results and checking the model.read more
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References
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Book
Fuzzy Set Theory - and Its Applications
TL;DR: The book updates the research agenda with chapters on possibility theory, fuzzy logic and approximate reasoning, expert systems, fuzzy control, fuzzy data analysis, decision making and fuzzy set models in operations research.
Journal ArticleDOI
The Contract Net Protocol: High-Level Communication and Control in a Distributed Problem Solver
TL;DR: In this article, the contract net protocol has been developed to specify problem-solving communication and control for nodes in a distributed problem solver, where task distribution is affected by a negotiation process, a discussion carried on between nodes with tasks to be executed and nodes that may be able to execute those tasks.
Journal ArticleDOI
Comparison of two measurement fusion methods for Kalman-filter-based multisensor data fusion
Q. Gan,Chris Harris +1 more
TL;DR: In this paper, two commonly used measurement fusion methods for Kalman-filter-based multisensor data fusion are analyzed. And the authors show that they are functionally equivalent if the sensors used for data fusion, with different and independent noise characteristics, have identical measurement matrices.
Book
Coordination of distributed problem solvers
TL;DR: This chapter discusses Partial Global Planning: A Unified Approach to Dynamic Coordination, which builds on the DVMT and describes how this Work Builds onThe DVMT.