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Solving the k-Independent Sets Problem of Graphs by Gr?bner Bases

DOI: 10.4236/ojdm.2023.133008, PP. 86-94

Keywords: k-Independent Set, Maximal Independent Set, Gr?bner Bases

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Abstract:

The aim of this paper is to given an algebraic computational method for finding maximal independent sets as well as the independent number of an arbitrary finite graph of n vertices G by strengthening the problem of finding maximal independent sets of G to the problem of finding k-independent sets in G for\"\". It is shown that the existence of k-independent sets in G is equivalent to the existence of solutions of a system of multivariate polynomial equations. It follows that the problem of finding k-independent sets can be realized by using Grbner bases of polynomial ideals. Since the number of k-independent sets is finite, the triangular equations composed by Gr?bner bases are easier to be solved. Consequently, the maximal independent sets and the independent number of G are obtained after solving at most n such equations. Finally, the numerical example is presented to illustrate the effectiveness of this algebraic computational method.

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