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This book uniquely provides a comprehensive view into recently developed large-scale alignment models and techniques while covering the current and future challenges of aligning multiple sequences. It provides detailed descriptions of the traditional and modern approaches in biological sequence alignments and homology search, and covers the full spectrum of the field from alignment algorithms to scoring methods, practical techniques, and alignment tools and their evaluations.