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This book brings together the current state§of-the-art research in Self Organizing Migrating Algorithm (SOMA) as a novel§population-based evolutionary algorithm, modeled on the predator-prey§relationship, by its leading practitioners.§§As the first ever book on SOMA, this book is§geared towards graduate students, academics and researchers, who are looking for§a good optimization algorithm for their applications. This book presents the§methodology of SOMA, covering both the real and discrete domains, and its§various implementations in different research areas. The easy-to-follow and§implement methodology used in the book will make it easier for a reader to§implement, modify and utilize SOMA.§