Forewords
Discrete mathematics discovers its applications in the contemporary era of computer science. Every component of discrete mathematics is extensity used in computer science. In this reflective paper, graph theory will be focused in the context of its applications. A graph is a modeling tool or set of relationships and technically stating it is a set of vertices and edges in which the graph theory is used as a modeling tool to study the network designs, communications and structure designs. Graph theory ideas are extensity utilized in computer science. It helps in a different area of research as image segmentation,data mining, clustering, ...