The theory of network by itself is a branch of topology. This theory is sometimes found under the general heading of graph theory. The word ‘network’ connotes its meaning with electrical networks. However, a good representative of a topological network is still the map designed to show the London Underground. It is topological simply because its design uses rubber-sheet geometry. It is not drawn to any scale or proportion, the distances between train stations are wrong, east-west lines could actually indicates north-south lines, vice versa; but what is correct are the relative position between landmarks and stations and the connections among these stations. Using similar terminologies from electrical circuits, the connections between stations are called edges or branches. The stations are called vertices or nodes. Consequently, each edge can only connect two vertices. Although the curving wiggly shape and length of each connection is not important, the associated functional numeric or signed notation is, such that each edge is assigned a function number or sign (plus or minus). This could mean time duration or capacity for processing data flow or action or positive or negative attitude of any behavioral connection.
An example is now given for modeling the network between five urbanized cities by the vertex set: {v1, v2, v3, v4, v5} and the edge set: {v1v2, v1v3, v1v4, v1v5, v2v3, v2v4, v2v5, v3v4, v3v5, v4v5} with the following arbitrary function set of distances between them: {(v1v2, 23), (v1v3, 5), (v1v4, 10), (v1v5, 70), (v2v3, 44), (v2v4, 15), (v2v5, 31), (v3v4, 9), (v3v5, 60), (v4v5, 25)}. The function set indicates that the distance between city 1 and city 2 is 23, between city 1 and city 3 is 5, so on and so forth. However, these can also be represented by a 5 by 5 matrix. The row and column indexes are denoted by the 5 vertices and the distances are the elements of this matrix. Since the distance for each city between itself is zero, the trace of the matrix is zero, indicated by the sum of the elements along the main diagonal. These demonstrate the mathematical fact that every topology can be represented by matrices of different orders or dimensions. But for a quantum theory of the spacetime continuum, the vertices are given either by an H-plus or an H-minus, which can span the totality of the spacetime continuum as the most complex network of physical reality.


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