<p>This book provides a systematic presentation of the major results in the field of the theory of&nbsp;<i>k</i>-out-of-<i>n</i>&nbsp;systems obtained in recent years and their applications for the reliability assessment of high-altitude unmanned platforms. Mathematical models methods and algorithms presented in the book will make a significant contribution to the development of reliability theory and the theoretical foundations of unmanned UAV-based aerial communications networks in the framework of the concept of creating the 5G and beyond networks. The book gives a description of new mathematical methods and approaches (based on decomposable semi-regenerative processes simulation and machine learning methods and inventory models) to the study of the complex&nbsp;<i>k</i>-out-of-<i>n</i>&nbsp;systems which makes it possible to carry out numerical calculations of reliability indicators. Organized into five chapters each chapter begins with a summary of the main definitions andresults contained in the chapter. The content of this book is based on the original results&nbsp;developed by&nbsp;the authors many of which appear for the first time in book form.</p>
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