Recommended approach for Simulation Sample Clauses

Recommended approach for Simulation of Procedural models‌ This functionality focuses on “running” described procedural models in order to simulate them. Therefore the approach will focus on how procedural models on the level of Aspect-specific concepts can be simulated. The data structure that should be used as well as any details on the user interface and presentation of inputs and outputs are up to the implementer. The here presented approach however poses some requirements on the process that must be fulfilled:  Further descriptions of Actions through other processes are ignored during simulation. Only the selected Process is simulated.  Only Split-Control elements can have multiple outgoing followed by relations.  Only Control elements of AND-/XOR-inclusion type are allowed.  Every Split-Control element of AND-inclusion type must have one corresponding Merge-Control element of AND-inclusion type. Also all paths out of the AND-Split must be led together in the same AND-Merge.  All outgoing followed by relations of a Split-Control element of XOR-inclusion type must have a transition probability specified. Note that the here described approach can be modified to also cover different cases. For example instead of choosing a path after a decision (XOR-Split) at random, a predefined list of choices can be used to utilise the simulation to aggregate certain xxxxx on a specific path. Also different functions can be used for different attribute types. Such extensions are however left open to the implementer. In this part the approach of walking through one simulation run is in the centre. For this a recursive function that takes as input a node (current node), the current path and the current probability is used. One additional variable (i.e. parallelism end) is outside of the function, because it is needed throughout different recursion runs.
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