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The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Seventh International Conference on Harmony Search, Soft Computing and Applications held at Virtual Conference, Seoul, South Korea, in February 2022. Harmony search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong Woo Geem, that mimics the improvisation process of jazz musicians to seek the best harmony. The book consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.
Enhancement of Grid-Connected Photovoltaic Systems Using Artificial Intelligence presents methods for monitoring transmission systems and enhancing distribution system performance using modern optimization techniques considering different multi-objective functions such as voltage loss sensitivity indexes, reducing total annual cost, and voltage deviation. The authors offer a comprehensive survey of distributed energy resources (DERs), explain the backward/forward sweep (BFS) power flow algorithm, and present simulation results on the optimal integration of photovoltaic-based distributed generators (PV-DG) and distribution static synchronous compensators (DSTATCOM) in different transmission and distribution systems. This book will be a valuable academic and industry resource for electrical engineers, students, and researchers working on optimization techniques, photovoltaic systems, energy engineering, and artificial intelligence.
Modern project management is different from what it was ten years ago. New methods and tools have been developed, the number of projects and members in project teams has increased, professionalism in project management has generally increased, and projects have become highly complex. Parallel to this, artificial intelligence, automation, information and communication technology, human resources management, and many other areas are being developed, which will continue to impact project management in the future significantly. At the same time, new generations of young people are entering the labour market with different needs and expectations for project work. The authors of the book provide decision-makers, project workers, and students with an insight into the modern challenges of project management due to digitization, artificial intelligence and project economy. The book is based on knowledge of classic management principles but does not follow them blindly, arguing that modern project management is based on people, their values, and the intelligent use of methods, techniques, and emerging technologies.
METAHEURISTICS for MACHINE LEARNING The book unlocks the power of nature-inspired optimization in machine learning and presents a comprehensive guide to cutting-edge algorithms, interdisciplinary insights, and real-world applications. The field of metaheuristic optimization algorithms is experiencing rapid growth, both in academic research and industrial applications. These nature-inspired algorithms, which draw on phenomena like evolution, swarm behavior, and neural systems, have shown remarkable efficiency in solving complex optimization problems. With advancements in machine learning and artificial intelligence, the application of metaheuristic optimization techniques has expanded, demons...
Dedicated guide to the lumbar plexus provides invaluable anatomical and surgical insights Thorough knowledge of the lumbar plexus and its branches is crucial to achieving positive patient outcomes, especially with newer surgical approaches. Many of the nerve branches are formed within the psoas major muscle and careful dissection is necessary to free them during surgery to prevent damage. Moreover, the iliac vessels are medial to some of the larger branches of the plexus, such as the femoral and obturator nerves. In the retroperitoneal space, the kidney and ureter are nearby. In addition, due to the overlying peritoneal cavity and its contents, accessing the lumbar plexus presents considerab...
The ninth edition of Last's Anatomy examines the anatomy of the human body on a regional basis. It emphasises the clinical and applied aspects of the subject for undergraduates and postgraduate trainees in medicine, surgery and dentistry. Beginning with an introduction to regional anatomy it covers the upper and lower limbs, thorax, abdomen, head, neck, spine, central nervous system and osteology of the skull.
For surgeons, physicians, and anatomists involved in the management and study of disorders of the liver, bile ducts and pancreas, eponyms are part of everyday communication. They help to describe anatomical features, operative procedures, surgical instruments, and diseases. Unfortunately, many have become distorted or are inaccurately applied. Few of us understand their derivation or the remarkable people and controversies behind them. This book explores the origins of seventy eponyms in the field of hepatobiliary and pancreatic surgery and anatomy. Each section is deliberately short and intended for quick reference, providing accurate information about the origin of the eponym and the figure behind it. Meticulously researched, and beautifully illustrated with more than 150 photographs, Eponyms in Surgery and Anatomy of the Liver, Bile Ducts and Pancreas is aimed at surgeons, physicians and anatomists, and is sure to enrich the reader's historical perspective of this fascinating branch of surgery and anatomy.
This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. Each chapter offers a comprehensive description of a specific algorithm, from the mathematical model to its practical application. Different kind of optimization problems are solved in this book, including those related to path planning, image processing, hand gesture detection, among others. All in all, the book offers a tutorial on how to design, adapt, and evaluate evolutionary algorithms. Source codes for most of the proposed techniques have been included as supplementary materials on a dedicated webpage.