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In contrast to the recommendation module, the composition module is memoryless.
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In each cell, the reaction module maintains the composition of all of the reactants, which may include minerals, exchangers, surface complexers, gas phases, solid solutions, and user-defined kinetic reactants.
The modules having the composition reported in Table 1 were prepared by direct compression using a 19 × 8 mm punch set (Fellc compressing model F-10/8, São Paulo, Brazil).
All MCDL descriptors have two unique modules that describe the composition and the connectivity of a molecule.
After selecting a service, the composition module informs the recommendation module about its decision by transmitting the associated ids of the service's related rule and Markov states (Interaction 3 in Figure 6).
Whenever a new composition process starts, the composition module notifies the recommendation module by means of an initialization message (Interaction 1 in Figure 6) containing the initial state and the goal state of the composition task.
Technically, the service recommendation module can be interpreted as a learning evaluation function that supports the composition module in deciding what action is best in a specific context.
For each service returned by the service discovery, the composition module sends a request to the recommendation module in order to evaluate how good it is to apply the service in the current context (Interaction 2 in Figure 6).
The composition module's forward search now enters its search loop.
For each new search node, the composition module formulates evaluation requests.
The CRM generates and stores composition rules based on formally correct actions identified by the composition module.
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