Python program code to find the degree distribution of the graph in Fig. 10.1 and plot this distribution is given below. The Degree_Dist function inputs the adjacency matrix of a graph, finds the degrees of each vertex by multiplying this matrix with the unity vector U in lines 10–12. The number of vertices with the same degree is calculated and stored in vector C in lines 17–20. Each element of this vector is divided by the number of vertices to find P(k) for k = 0, ..., n − 1 and finally this function is plotted against vertex degrees using the Python library mat plotlib.pylot.

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Computational Systems

The computation systems can be defined as the systems that are capable of solving a problem that includes calculations either mathematical or logical, and are able to produce the result as an output. For example, a simple calculator that is given a set of numbers and operators as input and produces the result as an output can be defined as a computational system. The above example is a simple illustration only, the computational systems range from simple devices to complex devices such as the systems that control the SpaceX companies, Starlink satellites which are being quite recently seen in the skies at many places globally.