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Communication plays a vital role in every phase of our life. Its development has shrunk the world into a smaller place to live in. Every face of the globe is accessible as a result of the numerous inventions in the field of communications. The communication channel is subject to various interference like fading, bursts which threaten reliable reception of data. The use of an appropriate algorithms helps to minimize the adverse effects . The design of the cellular communication and a best cost path connecting the area substations can be well-tuned by using modern optimization techniques. In this book, two optimization techniques are considered, which are Ant Colony Optimization (ACO) and Simulated Annealing (SA) techniques. Their performance is analysed by implementing optimization to real time engineering problem, such as Best Cost path, Carrier to Interference (C/I) ratio.