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Applied Optimization and Swarm Intelligence

2021-05-17 Technology & Engineering
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Release : 2021-05-17
Genre : Technology & Engineering
Kind : eBook
Book Rating : 625/5 ( reviews)

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Book Synopsis Applied Optimization and Swarm Intelligence by : Eneko Osaba

Download or read book Applied Optimization and Swarm Intelligence written by Eneko Osaba. This book was released on 2021-05-17. Available in PDF, EPUB and Kindle. Book excerpt: This book gravitates on the prominent theories and recent developments of swarm intelligence methods, and their application in both synthetic and real-world optimization problems. The special interest will be placed in those algorithmic variants where biological processes observed in nature have underpinned the core operators underlying their search mechanisms. In other words, the book centers its attention on swarm intelligence and nature-inspired methods for efficient optimization and problem solving. The content of this book unleashes a great opportunity for researchers, lecturers and practitioners interested in swarm intelligence, optimization problems and artificial intelligence.

Swarm Intelligence

2001-03-26 Computers
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Release : 2001-03-26
Genre : Computers
Kind : eBook
Book Rating : 959/5 ( reviews)

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Book Synopsis Swarm Intelligence by : James Kennedy

Download or read book Swarm Intelligence written by James Kennedy. This book was released on 2001-03-26. Available in PDF, EPUB and Kindle. Book excerpt: A scholarly text on swarm intelligence that argues that intelligent human cognition derives from the interactions of individuals in a social world.

Swarm Intelligence Optimization

2021-01-07 Computers
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Release : 2021-01-07
Genre : Computers
Kind : eBook
Book Rating : 743/5 ( reviews)

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Book Synopsis Swarm Intelligence Optimization by : Abhishek Kumar

Download or read book Swarm Intelligence Optimization written by Abhishek Kumar. This book was released on 2021-01-07. Available in PDF, EPUB and Kindle. Book excerpt: Resource optimization has always been a thrust area of research, and as the Internet of Things (IoT) is the most talked about topic of the current era of technology, it has become the need of the hour. Therefore, the idea behind this book was to simplify the journey of those who aspire to understand resource optimization in the IoT. To this end, included in this book are various real-time/offline applications and algorithms/case studies in the fields of engineering, computer science, information security, and cloud computing, along with the modern tools and various technologies used in systems, leaving the reader with a high level of understanding of various techniques and algorithms used in resource optimization.

Swarm Intelligence and Bio-Inspired Computation

2013-05-16 Computers
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Release : 2013-05-16
Genre : Computers
Kind : eBook
Book Rating : 774/5 ( reviews)

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Book Synopsis Swarm Intelligence and Bio-Inspired Computation by : Xin-She Yang

Download or read book Swarm Intelligence and Bio-Inspired Computation written by Xin-She Yang. This book was released on 2013-05-16. Available in PDF, EPUB and Kindle. Book excerpt: Swarm Intelligence and bio-inspired computation have become increasing popular in the last two decades. Bio-inspired algorithms such as ant colony algorithms, bat algorithms, bee algorithms, firefly algorithms, cuckoo search and particle swarm optimization have been applied in almost every area of science and engineering with a dramatic increase of number of relevant publications. This book reviews the latest developments in swarm intelligence and bio-inspired computation from both the theory and application side, providing a complete resource that analyzes and discusses the latest and future trends in research directions. It can help new researchers to carry out timely research and inspire readers to develop new algorithms. With its impressive breadth and depth, this book will be useful for advanced undergraduate students, PhD students and lecturers in computer science, engineering and science as well as researchers and engineers. - Focuses on the introduction and analysis of key algorithms - Includes case studies for real-world applications - Contains a balance of theory and applications, so readers who are interested in either algorithm or applications will all benefit from this timely book.

Innovations in Swarm Intelligence

2009-09-28 Mathematics
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Release : 2009-09-28
Genre : Mathematics
Kind : eBook
Book Rating : 244/5 ( reviews)

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Book Synopsis Innovations in Swarm Intelligence by : Chee Peng Lim

Download or read book Innovations in Swarm Intelligence written by Chee Peng Lim. This book was released on 2009-09-28. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades, swarm intelligence has emerged as a powerful approach to solving optimization as well as other complex problems. Swarm intelligence models are inspired by social behaviours of simple agents interacting among themselves as well as with the environment, e.g., flocking of birds, schooling of fish, foraging of bees and ants. The collective behaviours that emerge out of the interactions at the colony level are useful in achieving complex goals. The main aim of this research book is to present a sample of recent innovations and advances in techniques and applications of swarm intelligence. Among the topics covered in this book include: particle swarm optimization and hybrid methods, ant colony optimization and hybrid methods, bee colony optimization, glowworm swarm optimization, and complex social swarms, application of various swarm intelligence models to operational planning of energy plants, modeling and control of nanorobots, classification of documents, identification of disease biomarkers, and prediction of gene signals. The book is directed to researchers, practicing professionals, and undergraduate as well as graduate students of all disciplines who are interested in enhancing their knowledge in techniques and applications of swarm intelligence.

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