Download PDF by R. M. R. Lewis: A Guide to Graph Colouring: Algorithms and Applications

By R. M. R. Lewis

ISBN-10: 3319257307

ISBN-13: 9783319257303

This booklet treats graph colouring as an algorithmic challenge, with a robust emphasis on useful functions. the writer describes and analyses many of the best-known algorithms for colouring arbitrary graphs, concentrating on no matter if those heuristics grants optimum strategies sometimes; how they practice on graphs the place the chromatic quantity is unknown; and whether or not they can produce higher options than different algorithms for specific sorts of graphs, and why.

The introductory chapters clarify graph colouring, and limits and positive algorithms. the writer then exhibits how complicated, glossy options could be utilized to vintage real-world operational examine difficulties comparable to seating plans, activities scheduling, and college timetabling. He comprises many examples, feedback for extra interpreting, and historic notes, and the publication is supplemented by way of an internet site with a web suite of downloadable code.

The e-book could be of worth to researchers, graduate scholars, and practitioners within the parts of operations study, theoretical computing device technology, optimization, and computational intelligence. The reader must have ordinary wisdom of units, matrices, and enumerative combinatorics.

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Extra resources for A Guide to Graph Colouring: Algorithms and Applications

Example text

But can we go further than this? In this chapter we review and analyse a number of fast constructive algorithms for the graph colouring problem. We also make statements on how we are able to bound the chromatic number. The fact that graph colouring is an intractable problem implies that there is a limited amount that we can say about the chromatic number of an arbitrary graph in general. One simple rule is that, given a graph G with n vertices and m edges, if m > n2 /4 then χ(G) ≥ 3, since any graph fitting this criteria must contain a triangle and therefore cannot be bipartite (Bollob´as, 1998); however, even the problem of deciding whether χ(G) = 3 is NP-complete for arbitrary graphs.

11. However, for convenience we shall consider both even and odd cycles in the following. Let Cn be a cycle graph with vertices V = {v1 , . . , vn } and edges E = {{v1 , v2 }, {v2 , v3 }, . . , {vn−1 , vn }, {vn , v1 }}. 11) are broken by taking the vertex with the lowest index, as opposed to choosing arbitrarily. It is easy to see that this theorem holds without this restriction, however. The degree of all vertices in Cn is 2, so the first vertex to be coloured will be v1 . Consequently, neighbouring vertices v2 and vn−1 are added to Y .

Fig. 5 Can We Solve the Graph Colouring Problem? 2 Bipartite Graphs Bipartite graphs, denoted by G = (V1 ,V2 , E), are graphs whose vertices can be partitioned into two sets V1 and V2 such that edges only exist between vertices in V1 and vertices in V2 . As a result V1 and V2 are both independent sets, meaning that bipartite graphs can be coloured using just two colours, with all vertices in V1 being assigned to one colour, and all vertices in V2 being assigned to the other. It is obvious, therefore, that a graph G features a chromatic number χ(G) = 2 if and only if it is bipartite.

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A Guide to Graph Colouring: Algorithms and Applications by R. M. R. Lewis


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