BOOKS - Metaheuristics Algorithm and Optimization of Engineering and Complex Systems
Metaheuristics Algorithm and Optimization of Engineering and Complex Systems - Thanigaivelan R., Suchithra M., Kaliappan S., Mothilal T. 2024 PDF | EPUB IGI Global BOOKS
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Metaheuristics Algorithm and Optimization of Engineering and Complex Systems
Author: Thanigaivelan R., Suchithra M., Kaliappan S., Mothilal T.
Year: 2024
Pages: 416
Format: PDF | EPUB
File size: 23.6 MB
Language: ENG



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Metaheuristics Algorithm and Optimization of Engineering and Complex Systems The world we live in today is constantly evolving and changing at an incredible pace. The rapid development of technology has led to the creation of complex systems that are interconnected and interdependent, making it difficult to understand and control. This book, "Metaheuristics Algorithm and Optimization of Engineering and Complex Systems," explores the use of metaheuristics algorithms to optimize these complex systems and ensure their survival in the face of technological advancements. The book begins by discussing the importance of understanding the process of technology evolution and its impact on society. It highlights the need for a personal paradigm for perceiving the technological process of developing modern knowledge as the basis for the survival of humanity and the survival of the unification of people in a warring state. The author emphasizes the importance of recognizing the potential of metaheuristics algorithms in optimizing engineering and complex systems, and how they can be used to address the challenges posed by technological advancements. The next section delves into the concept of metaheuristics algorithms and their application in optimization problems. The author explains how these algorithms can be used to solve complex problems in various fields such as engineering, computer science, biology, and social sciences. The chapter also covers the different types of metaheuristics algorithms, including genetic algorithms, simulated annealing, and ant colony optimization. The following chapter focuses on the optimization of engineering and complex systems using metaheuristics algorithms.
Алгоритм метаэвристики и оптимизация инженерных и сложных систем Мир, в котором мы живем сегодня, постоянно развивается и меняется невероятными темпами. Быстрое развитие технологий привело к созданию сложных систем, которые взаимосвязаны и взаимозависимы, что затрудняет понимание и контроль. В этой книге «Алгоритм метаэвристики и оптимизация инженерных и сложных систем» исследуется использование алгоритмов метаэвристики для оптимизации этих сложных систем и обеспечения их выживания в условиях технологических достижений. Книга начинается с обсуждения важности понимания процесса эволюции технологий и его влияния на общество. В нем подчеркивается необходимость личностной парадигмы восприятия технологического процесса развития современного знания как основы выживания человечества и выживания объединения людей в воюющем государстве. Автор подчеркивает важность признания потенциала алгоритмов метаэвристики в оптимизации инженерных и сложных систем, а также того, как их можно использовать для решения проблем, связанных с технологическими достижениями. Следующий раздел углубляется в понятие алгоритмов метаэвристики и их применение в задачах оптимизации. Автор объясняет, как эти алгоритмы могут быть использованы для решения сложных задач в различных областях, таких как инженерия, информатика, биология и социальные науки. Глава также охватывает различные типы алгоритмов метаэвристики, включая генетические алгоритмы, имитацию отжига и оптимизацию муравьиной колонии. Следующая глава посвящена оптимизации инженерных и сложных систем с использованием алгоритмов метаэвристики.
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