BOOKS - Applied Swarm Intelligence
Applied Swarm Intelligence - Yaniv Altshuler 2025 PDF | EPUB CRC Press BOOKS
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Applied Swarm Intelligence
Author: Yaniv Altshuler
Year: 2025
Format: PDF | EPUB
File size: 42.1 MB
Language: ENG



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Book Description: 'Applied Swarm Intelligence' is a groundbreaking book that explores the concept of swarm intelligence and its practical applications in various fields such as computer science, biology, and social sciences. The authors, Gerardo Ochoa and Jesse Churchill, provide a comprehensive overview of the current state of swarm intelligence research and highlight the potential of this technology to revolutionize various industries. They argue that swarm intelligence has the power to transform our understanding of complex systems and solve some of the most pressing challenges facing humanity today. The book begins with an introduction to the fundamentals of swarm intelligence, including the definition of swarms, their characteristics, and the different types of swarms. The authors then delve into the various applications of swarm intelligence, including optimization, machine learning, and data analysis. They also discuss the challenges and limitations of swarm intelligence and how it can be used to address real-world problems. One of the key themes of the book is the need for interdisciplinary collaboration between scientists, engineers, and policymakers to fully realize the potential of swarm intelligence. The authors emphasize the importance of studying and understanding the process of technological evolution to develop a personal paradigm for perceiving the technological process of developing modern knowledge. This paradigm shift is essential for the survival of humanity and the unification of people in a warring state. Throughout the book, Ochoa and Churchill provide numerous examples of how swarm intelligence is being applied in various fields, from optimizing supply chains to predicting the spread of diseases.
«Applied Swarm Intelligence» - это новаторская книга, в которой исследуется концепция роевого интеллекта и его практические применения в различных областях, таких как информатика, биология и социальные науки. Авторы, Херардо Очоа и Джесси Черчилль, дают всесторонний обзор текущего состояния исследований роевого интеллекта и подчеркивают потенциал этой технологии для революции в различных отраслях. Они утверждают, что роевой интеллект способен изменить наше понимание сложных систем и решить некоторые из самых насущных проблем, стоящих сегодня перед человечеством. Книга начинается с введения в основы роевого интеллекта, включая определение роев, их характеристик и различных типов роев. Затем авторы углубляются в различные приложения роевого интеллекта, включая оптимизацию, машинное обучение и анализ данных. Они также обсуждают проблемы и ограничения роевого интеллекта и то, как его можно использовать для решения реальных проблем. Одной из ключевых тем книги является необходимость междисциплинарного сотрудничества между учеными, инженерами и политиками для полной реализации потенциала роевого интеллекта. Авторы подчеркивают важность изучения и понимания процесса технологической эволюции для выработки личностной парадигмы восприятия технологического процесса развития современных знаний. Эта смена парадигмы необходима для выживания человечества и объединения людей в воюющем государстве. На протяжении всей книги Очоа и Черчилль приводят многочисленные примеры того, как роевой интеллект применяется в различных областях, от оптимизации цепочек поставок до прогнозирования распространения болезней.
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