Parameter Engineering vs. Parameter Tuning: the Case of Biochemical Coordination in MoK

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Matteo Baldoni, Cristina Baroglio, Federico Bergenti, Alfredo Garro (eds.)
From Objects to Agents, pages 16-23
CEUR Workshop Proceedings 1099
Sun SITE Central Europe, RWTH Aachen University, Turin, Italy
2-3 December 2013

To cope with nowadays MAS complexity, nature-inspired coordination models and languages gained increasing attention: in particular, biochemical coordination models. Being intrinsically stochastic and self-organising, the effectiveness of their outcome likely depends on a correct parameter tuning stage. In this paper, we focus on chemical reactions rates, showing that simply imitating chemistry “as it is” may be not enough for the purpose of effectively engineer complex, self-organising coordinated systems such as MoK.

keywordsbiochemical coordination, biochemical simulation, MoK, kinetic laws, parameter engineering
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page_white_powerpointParameter Engineering vs. Parameter Tuning: the Case of Biochemical Coordination in MoK (WOA 2013, 02/12/2013) — Stefano Mariani (Stefano Mariani)