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Degree-Based Graph Entropy in Structure–Property Modeling

Sourav Mondal, Kinkar Chandra Das

2023Entropy23 citationsDOIOpen Access PDF

Abstract

Graph entropy plays an essential role in interpreting the structural information and complexity measure of a network. Let G be a graph of order n. Suppose dG(vi) is degree of the vertex vi for each i=1,2,…,n. Now, the k-th degree-based graph entropy for G is defined as Id,k(G)=−∑i=1ndG(vi)k∑j=1ndG(vj)klogdG(vi)k∑j=1ndG(vj)k, where k is real number. The first-degree-based entropy is generated for k=1, which has been well nurtured in last few years. As ∑j=1ndG(vj)k yields the well-known graph invariant first Zagreb index, the Id,k for k=2 is worthy of investigation. We call this graph entropy as the second-degree-based entropy. The present work aims to investigate the role of Id,2 in structure property modeling of molecules.

Topics & Concepts

MathematicsGraph propertyEntropy (arrow of time)CombinatoricsGraphVertex (graph theory)Discrete mathematicsLine graphPhysicsVoltage graphThermodynamicsComputational Drug Discovery MethodsGraph theory and applicationsProtein Structure and Dynamics