Agent-Based Modelling of Socio-Technical Systems

Choice makers in huge scale interconnected community structures require simulation versions for choice help. The behaviour of those platforms is dependent upon many actors, positioned in a dynamic, multi-actor, multi-objective and multi-level atmosphere. How can such structures be modelled and the way can the socio-technical complexity be captured? Agent-based modelling is a confirmed method of deal with this problem. This e-book offers a pragmatic advent to agent-based modelling of socio-technical structures, according to a strategy that has been built at TU Delft and which has been deployed in a great number of case stories. The e-book contains components: the 1st provides the history, concept and technique in addition to sensible instructions and tactics for development types. within the moment half this thought is utilized to a few case reviews, the place for every version the advance steps are offered commonly, getting ready the reader for developing personal types.

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Extra resources for Agent-Based Modelling of Socio-Technical Systems (Agent-Based Social Systems, Volume 9)

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The next chapter makes some further considerations and assumptions in order to deepen and broaden the oscillations based approach. Chapter 3 Oscillation-Based Social Simulation Paradigm: The Conceptual Premises In this chapter, we start from a review of a wide range of theories across various disciplines in search of some common field-like fundamental principles of coordination and self-organization existing on the quantum, cellular, and social levels. Our findings outline some universal principles, which are further employed to formulate main premises and postulates for the proposed OSIMAS (oscillation-based multi-agent system) simulation paradigm.

11 At the same time moment it changes the information content in the system relative to environment as part of existing uncertainty S (entropy S > 0) is decreased locally by ΔSbubble < 0. System (the “Bubble”) is freed from chaos, noise or more generally from uncertainty. It creates structured forms or complex arrangements increasing the information of the system. , disorder). In this way, we may also imply that order develops from chaos in the self-organized living systems. However, self-organized structures are far from a state of equilibrium.

7 A quantity which describes the oscillation state is written in the form xt À ~ k~ r þ /. 3 Methodological Framework 17 Fig. 1 One-dimensional physical model of stretchable string as analog for many lined up mutually coupled oscillators (agents). String is located between two opposing zones of self-organization and disorganization, see picture on the left (a). Picture on the right (b) depicts “Bubble’s” model of the “Heating pump” aimed for entropy (disorder) filtering macroscopic system of microscopic particles.

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