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First, agent-based modeling paradigm is discussed giving details of why it is well suited for modeling and studying complex consumer networks.
A modeling paradigm is proposed for covariate, variance and working correlation structure selection for longitudinal data analysis.
The workflow process, flowchart-like modeling paradigm is trying to retain a user friendly look for non-experts and still offer the unrestricted creativity of a direct code authorship, using a hybrid form combining both aspects of graphical and code paradigm.
The agent-based modeling paradigm is increasingly recognized as a powerful approach to model and simulate complex socio-technical systems exhibiting emergent behavior (Holland 1997).
The agent-based modeling paradigm is novel to the study of a PDES performance and greatly expedites the evaluation of performance optimization techniques with different system settings.
The graphical model representation also succinctly highlights whether a Bayesian modeling paradigm is applied, as in Figs. 5 c and 6 b, or not, as in Figs. 5 a, b.
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Advantageous properties of this approach and modeling paradigm are investigated with respect to process models and the added value over LTI models is demonstrated via an example of a continuous stirred tank reactor.
The primitives defined in the modeling paradigm are expressive enough to represent the knowledge needed by planning, coordination, and reactive control of a multi-robot control system.
But, these two modeling paradigms are limited in the domains of multiple monitor environments.
For example, new modeling paradigms are needed to understand more completely how subtle changes in factors such as temperature and humidity influence the eventual exposure to humans to contaminants via air, water, and soil.
It is important to note, however, that modeling paradigms are not mutually exclusive, and the combination of ABM with other approaches can facilitate the integration of data across different temporal and/or spatial scales.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com