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This book presents a comprehensive, structured, up-to-date survey on instruction selection. The survey is structured according to two dimensions. Approaches to instruction selection from the past 45 years are organized and discussed according to their fundamental principles and to the characteristics of the supported machine instructions. The fundamental principles are macro expansion, tree covering, DAG covering, and graph covering. The machine instruction characteristics introduced are single-output, multi-output, disjoint-output, internal-loop, and interdependent.§§The book is suitable for advanced undergraduate students, graduate students, practitioners, and researchers.