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Fig. 3 | Applied Network Science

Fig. 3

From: On the perturbation of self-organized urban street networks

Fig. 3

Road-junction Galois lattice associated to the colourized notional urban street network introduced in Fig. 1 with the labelling chosen in Fig. 2. This Galois lattice is obtained by applying the Formal Concept Analysis (FCA) paradigm to the incidence relation I whose chart representation is given in Table 1. This construction is one-to-one. A Galois lattice is an algebraic structure that underlies a partial order relation \(\preccurlyeq \) and two algebraic operators, a join operator and a meet operator . The partial order relation can be interpreted as an extended logical imply relation →. The arrows in the diagram inherit this interpretation. For FCA lattices, each element is a pair of sets [R,J] where R is a set of objects and J a set of attributes. Here the roads r are the objects whose attributes are junctions j and impasses i (see Table 1). Because the roads r do not cross to each others more than once, the Galois lattice takes an intuitive two-layer form. Indeed, the join-irreducible elements [{r},J] and the meet-irreducible elements [R,{j}] readily identify themselves with their road r and their junctions j, respectively. So, the roads r and the junctions j immediately form, respectively, the lower and upper nontrivial layers of the Galois lattice. This also gives meaningful and intuitive interpretations to the partial order relation \(\preccurlyeq \) and to the operators and : \({r_{a}}\preccurlyeq {j_{7}}\) (or raj7) reads “road ra passes through junction j7” or “junction j7 is along road ra”; rarb=j3 reads “roads ra and rb join at junction j3”; j3j7=ra reads “junctions j3 and j7 meet road ra”. Each colourized arrow in the diagram bears the colour of its road. The top element is the urban street network as a whole, while the bottom element is its absurd counterpart, emptiness or the absence of urban street network

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