Affiliation:
1. Auburn University, Auburn, AL
Abstract
Inspired by the compound arthropod eye, Symbiotic Adaptive Multisimulation (SAMS) introduces an autonomic decision support capability for systems in shifting, ill-defined, uncertain environments. Rather than rely on a single authoritative model, SAMS explores an ensemble of plausible models, which are individually flawed but collectively provide more insight than would be possible otherwise. A case study based on a UAV team search and attack model is presented to illustrate the potential of SAMS. Results demonstrate the capability of SAMS to produce a large degree of exploratory behavior, followed by increased exploitative search behavior as the physical system unfolds.
Publisher
Association for Computing Machinery (ACM)
Subject
Computer Science Applications,Modeling and Simulation
Reference33 articles.
1. Exploratory Modeling for Policy Analysis
2. Policy analysis for complex and uncertain systems through computational experiments
3. Bigelow J. H. and Davis P. K. 1999. Experiments in Multiresolution Modeling (MRM). RAND Santa Monica CA. Bigelow J. H. and Davis P. K. 1999. Experiments in Multiresolution Modeling (MRM). RAND Santa Monica CA.
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