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) problem is a combinatorial optimization problem that appears in many applications such as wire-based communication network design when certain aspects of quality of service have to be considered, in ad-hoc wireless network (K. Bala, K. Petropoulos, T.E. Sterm, 1993) and in the areas of data compression and distributed mutual exclusion algorithms (K. Raymond, 1989; A. Bookstein, S. T. Klein, 1996). A more comprehensive discussion of the real-world applications of BDMST was given in Abdalla’s seminal dissertation (Abdalla, 2001). Before the

Heuristic Algorithms for Solving Bounded Diameter Minimum Spanning Tree Problem and Its Application to Genetic Algorithm Development