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This book introduces the music inspired Harmony Search meta heuristic algorithm, further it provides a detailed description of its applications for both combinatorial and continuous optimization problems. The book will be helpful for the researchers working in the broader area of Evolutionary Computing or allied areas. The book can also be utilized by engineers to develop procedures for solving complex optimization problems.