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The Insufficiency of Formal Design Methods — The Necessity of an Experimental Approach - for the Understanding and Control of Complex MAS
New York City, New York, USA July 19-July 23
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AAMAS.2004.10081Third International Joint Conference ...
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Bruce Edmonds, Manchester Metropolitan University
Joanna J. Bryson, University of Bath
We highlight the limitations of formal methods by exhibiting two results in recursive function theory: that there is no effective means of finding a program that satisfies a given formal specification; or checking that a program meets a specification. We exhibit a simple MAS which has all the power of a Turing machine. We argue that any pure design methodology will face insurmountable difficulties in today?s open and complex MAS. We recommend instead a methodology based on experimental method — scientific foundations for MAS construction and control.
Citation:
Bruce Edmonds, Joanna J. Bryson, "The Insufficiency of Formal Design Methods — The Necessity of an Experimental Approach - for the Understanding and Control of Complex MAS," aamas, vol. 2, pp.938-945, Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 2 (AAMAS'04), 2004
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