The book "Soft Computing Guided Faster Exponentiation Techniques" offers a comprehensive analysis and innovative approaches to exponential computation using soft computing techniques. It is divided into five chapters that address various aspects of exponentiation, including the concepts of addition chains and the application of soft computing tools such as genetic algorithms (GA) and evolutionary programming (EP). The first chapter introduces fundamental concepts and techniques, while the second chapter focuses on genetic algorithms and explains their application for optimizing addition chains for faster exponentiation. The third chapter provides a detailed description of evolutionary programming and its classifications, as well as methods for faster exponentiation. The results of the implemented techniques are discussed and compared with existing methods, making the book a valuable resource for professionals in the field of soft computing-based encryption and related applications.