Symbolic dynamics is a rapidly growing area of dynamical systems. Although it originated as a method to study general dynamical systems, it has found significant uses in coding for data storage and transmission as well as in linear algebra. This book is the first general textbook on symbolic dynamics and its applications to coding. Mathematical prerequisites are relatively modest (mainly linear algebra at the undergraduate level) especially for the first half of the book. Topics are carefully developed and motivated with many examples, and there are over 500 exercises to test the reader's understanding. The last chapter contains a survey of more advanced topics, and a comprehensive bibliography is included. This book will serve as an introduction to symbolic dynamics for advanced undergraduate students in mathematics, engineering, and computer science.
Gain confidence in ICD-9-CM diagnostic and procedural coding with this comprehensive, hands-on worktext. The third edition of UNDERSTANDING ICD-9 CM CODING: A WORKTEXT has been fully updated to the latest code sets and guidelines for coding and reporting and features a new chapter on ICD-10-CM and ICD-10-PCS.Practice exercises are provided throughout to help you test yourself and illustrations of human anatomy and surgical procedures appear throughout to clarify concepts. Use this learning resource in conjunction with a coding manual to master ICD-9-CM coding for all medical specialties.
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