Swarm Intelligence Based Optimization

Swarm Intelligence Based Optimization Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Swarm Intelligence Based Optimization book. This book definitely worth reading, it is an incredibly well-written.

Applied Optimization and Swarm Intelligence

Eneko Osaba,Xin-She Yang
Applied Optimization and Swarm Intelligence Book PDF

Author : Eneko Osaba,Xin-She Yang
Publisher : Springer Nature
Page : 236 pages
File Size : 55,5 Mb
Release : 2021-05-17
Category : Technology & Engineering
ISBN : 9789811606625

Get Book

Applied Optimization and Swarm Intelligence by Eneko Osaba,Xin-She Yang Pdf

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 Based Optimization

Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot
Swarm Intelligence Based Optimization Book PDF

Author : Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot
Publisher : Springer
Page : 202 pages
File Size : 42,7 Mb
Release : 2014-11-27
Category : Computers
ISBN : 9783319129709

Get Book

Swarm Intelligence Based Optimization by Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 1st International Conference on Swarm Intelligence Based Optimization, ICSIBO 2014, held in Mulhouse, France, in May 2014. The 20 full papers presented were carefully reviewed and selected from 48 submissions. Topics of interest presented and discussed in the conference focuses on the theoretical progress of swarm intelligence metaheuristics and their applications in areas such as: theoretical advances of swarm intelligence metaheuristics, combinatorial, discrete, binary, constrained, multi-objective, multi-modal, dynamic, noisy, and large-scale optimization, artificial immune systems, particle swarms, ant colony, bacterial foraging, artificial bees, fireflies algorithm, hybridization of algorithms, parallel/distributed computing, machine learning, data mining, data clustering, decision making and multi-agent systems based on swarm intelligence principles, adaptation and applications of swarm intelligence principles to real world problems in various domains.

Handbook of Swarm Intelligence

Bijaya Ketan Panigrahi,Yuhui Shi,Meng-Hiot Lim
Handbook of Swarm Intelligence Book PDF

Author : Bijaya Ketan Panigrahi,Yuhui Shi,Meng-Hiot Lim
Publisher : Springer Science & Business Media
Page : 538 pages
File Size : 41,8 Mb
Release : 2011-02-04
Category : Technology & Engineering
ISBN : 9783642173905

Get Book

Handbook of Swarm Intelligence by Bijaya Ketan Panigrahi,Yuhui Shi,Meng-Hiot Lim Pdf

From nature, we observe swarming behavior in the form of ant colonies, bird flocking, animal herding, honey bees, swarming of bacteria, and many more. It is only in recent years that researchers have taken notice of such natural swarming systems as culmination of some form of innate collective intelligence, albeit swarm intelligence (SI) - a metaphor that inspires a myriad of computational problem-solving techniques. In computational intelligence, swarm-like algorithms have been successfully applied to solve many real-world problems in engineering and sciences. This handbook volume serves as a useful foundational as well as consolidatory state-of-art collection of articles in the field from various researchers around the globe. It has a rich collection of contributions pertaining to the theoretical and empirical study of single and multi-objective variants of swarm intelligence based algorithms like particle swarm optimization (PSO), ant colony optimization (ACO), bacterial foraging optimization algorithm (BFOA), honey bee social foraging algorithms, and harmony search (HS). With chapters describing various applications of SI techniques in real-world engineering problems, this handbook can be a valuable resource for researchers and practitioners, giving an in-depth flavor of what SI is capable of achieving.

Swarm Intelligence Based Optimization

Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot
Swarm Intelligence Based Optimization Book PDF

Author : Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot
Publisher : Springer
Page : 125 pages
File Size : 42,8 Mb
Release : 2016-11-25
Category : Computers
ISBN : 9783319503073

Get Book

Swarm Intelligence Based Optimization by Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Swarm Intelligence Based Optimization, ICSIBO 2016, held in Mulhouse, France, in June 2016. The 9 full papers presented were carefully reviewed and selected from 20 submissions. They are centered around the following topics: theoretical advances of swarm intelligence metaheuristics; combinatorial discrete, binary, constrained, multi-objective, multi-modal, dynamic, noisy, and large scale optimization; artificial immune systems, particle swarms, ant colony, bacterial forging, artificial bees, fireflies algorithm; hybridization of algorithms; parallel/distributed computing, machine learning, data mining, data clustering, decision making and multi-agent systems based on swarm intelligence principles; adaptation and applications of swarm intelligence principles to real world problems in various domains.

Swarm Intelligence Optimization

Abhishek Kumar,Pramod Singh Rathore,Vicente Garcia Diaz,Rashmi Agrawal
Swarm Intelligence Optimization Book PDF

Author : Abhishek Kumar,Pramod Singh Rathore,Vicente Garcia Diaz,Rashmi Agrawal
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 53,5 Mb
Release : 2021-01-07
Category : Computers
ISBN : 9781119778745

Get Book

Swarm Intelligence Optimization by Abhishek Kumar,Pramod Singh Rathore,Vicente Garcia Diaz,Rashmi Agrawal Pdf

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 Intelligent Systems

Nadia Nedjah,Luiza Macedo Mourelle
Swarm Intelligent Systems Book PDF

Author : Nadia Nedjah,Luiza Macedo Mourelle
Publisher : Springer Science & Business Media
Page : 199 pages
File Size : 46,9 Mb
Release : 2006-06-27
Category : Mathematics
ISBN : 9783540338680

Get Book

Swarm Intelligent Systems by Nadia Nedjah,Luiza Macedo Mourelle Pdf

Systems designers have learned that many agents co-operating within the system can solve very complex problems with a minimal design effort. In general, multi-agent systems that use swarm intelligence are said to be swarm intelligent systems. Today, these are mostly used as search engines and optimization tools. This volume reviews innovative methodologies of swarm intelligence, outlines the foundations of engineering swarm intelligent systems and applications, and relates experiences using the particle swarm optimisation.

Swarm Intelligence and Bio-Inspired Computation

M.P. Saka,E. Doğan,Ibrahim Aydogdu
Swarm Intelligence and Bio Inspired Computation Book PDF

Author : M.P. Saka,E. Doğan,Ibrahim Aydogdu
Publisher : Elsevier Inc. Chapters
Page : 450 pages
File Size : 47,7 Mb
Release : 2013-05-16
Category : Computers
ISBN : 9780128068885

Get Book

Swarm Intelligence and Bio-Inspired Computation by M.P. Saka,E. Doğan,Ibrahim Aydogdu Pdf

Swarm intelligence refers to collective intelligence. Biologists and natural scientist have been studying the behavior of social insects due to their efficiency of solving complex problems such as finding the shortest path between their nest and food source or organizing their nests. In spite of the fact that these insects are unsophisticated individually, they make wonders as a swarm by interaction with each other and their environment. In last two decades, the behaviors of various swarms that are used in finding preys or mating are simulated into a numerical optimization technique. In this chapter, eight different swarm intelligence–based algorithms are summarized and their working steps are listed. These techniques are ant colony optimizer, particle swarm optimizer, artificial bee colony algorithm, glowworm algorithm, firefly algorithm, cuckoo search algorithm, bat algorithm, and hunting search algorithm. Two optimization problems taken from the literature are solved by all these eight algorithms and their performance are compared. It is noticed that most of the swarm intelligence–based algorithms are simple and robust techniques that determine the optimum solution of optimization problems efficiently without requiring much of a mathematical struggling.

Advances in Swarm Intelligence for Optimizing Problems in Computer Science

Anand Nayyar,Dac-Nhuong Le,Nhu Gia Nguyen
Advances in Swarm Intelligence for Optimizing Problems in Computer Science Book PDF

Author : Anand Nayyar,Dac-Nhuong Le,Nhu Gia Nguyen
Publisher : CRC Press
Page : 325 pages
File Size : 40,7 Mb
Release : 2018-10-03
Category : Computers
ISBN : 9780429820151

Get Book

Advances in Swarm Intelligence for Optimizing Problems in Computer Science by Anand Nayyar,Dac-Nhuong Le,Nhu Gia Nguyen Pdf

This book provides comprehensive details of all Swarm Intelligence based Techniques available till date in a comprehensive manner along with their mathematical proofs. It will act as a foundation for authors, researchers and industry professionals. This monograph will present the latest state of the art research being done on varied Intelligent Technologies like sensor networks, machine learning, optical fiber communications, digital signal processing, image processing and many more.

Swarm Intelligence Algorithms

Adam Slowik
Swarm Intelligence Algorithms Book PDF

Author : Adam Slowik
Publisher : CRC Press
Page : 363 pages
File Size : 52,7 Mb
Release : 2020-08-25
Category : Computers
ISBN : 9780429749506

Get Book

Swarm Intelligence Algorithms by Adam Slowik Pdf

Swarm intelligence algorithms are a form of nature-based optimization algorithms. Their main inspiration is the cooperative behavior of animals within specific communities. This can be described as simple behaviors of individuals along with the mechanisms for sharing knowledge between them, resulting in the complex behavior of the entire community. Examples of such behavior can be found in ant colonies, bee swarms, schools of fish or bird flocks. Swarm intelligence algorithms are used to solve difficult optimization problems for which there are no exact solving methods or the use of such methods is impossible, e.g. due to unacceptable computational time. This book thoroughly presents the basics of 24 algorithms selected from the entire family of swarm intelligence algorithms. Each chapter deals with a different algorithm describing it in detail and showing how it works in the form of a pseudo-code. In addition, the source code is provided for each algorithm in Matlab and in the C ++ programming language. In order to better understand how each swarm intelligence algorithm works, a simple numerical example is included in each chapter, which guides the reader step by step through the individual stages of the algorithm, showing all necessary calculations. This book can provide the basics for understanding how swarm intelligence algorithms work, and aid readers in programming these algorithms on their own to solve various computational problems. This book should also be useful for undergraduate and postgraduate students studying nature-based optimization algorithms, and can be a helpful tool for learning the basics of these algorithms efficiently and quickly. In addition, it can be a useful source of knowledge for scientists working in the field of artificial intelligence, as well as for engineers interested in using this type of algorithms in their work. If the reader already has basic knowledge of swarm intelligence algorithms, we recommend the book: "Swarm Intelligence Algorithms: Modifications and Applications" (Edited by A. Slowik, CRC Press, 2020), which describes selected modifications of these algorithms and presents their practical applications.

Swarm Intelligence

Christian Blum,Daniel Merkle
Swarm Intelligence Book PDF

Author : Christian Blum,Daniel Merkle
Publisher : Springer Science & Business Media
Page : 284 pages
File Size : 50,9 Mb
Release : 2008-09-24
Category : Computers
ISBN : 9783540740896

Get Book

Swarm Intelligence by Christian Blum,Daniel Merkle Pdf

The book’s contributing authors are among the top researchers in swarm intelligence. The book is intended to provide an overview of the subject to novices, and to offer researchers an update on interesting recent developments. Introductory chapters deal with the biological foundations, optimization, swarm robotics, and applications in new-generation telecommunication networks, while the second part contains chapters on more specific topics of swarm intelligence research.

Advances in Swarm Intelligence

Ying Tan,Yuhui Shi,Hongwei Mo
Advances in Swarm Intelligence Book PDF

Author : Ying Tan,Yuhui Shi,Hongwei Mo
Publisher : Springer
Page : 597 pages
File Size : 53,9 Mb
Release : 2013-05-14
Category : Computers
ISBN : 9783642387036

Get Book

Advances in Swarm Intelligence by Ying Tan,Yuhui Shi,Hongwei Mo Pdf

This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The following topics are covered in this volume: analysis of swarm intelligence based algorithms, particle swarm optimization, applications of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based search methods, bee colony algorithms, differential evolution, neural networks, fuzzy methods, evolutionary programming and evolutionary games.

Advances in Swarm Intelligence

Ying Tan,Yuhui Shi,Ben Niu
Advances in Swarm Intelligence Book PDF

Author : Ying Tan,Yuhui Shi,Ben Niu
Publisher : Springer
Page : 657 pages
File Size : 54,8 Mb
Release : 2016-09-05
Category : Computers
ISBN : 9783319410005

Get Book

Advances in Swarm Intelligence by Ying Tan,Yuhui Shi,Ben Niu Pdf

This two-volume set LNCS 9712 and LNCS 9713 constitutes the refereed proceedings of the 7th International Conference on Swarm Intelligence, ICSI 2016, held in Bali, Indonesia, in June 2016. The 130 revised regular papers presented were carefully reviewed and selected from 231 submissions. The papers are organized in 22 cohesive sections covering major topics of swarm intelligence and related areas such as trend and models of swarm intelligence research; novel swarm-based optimization algorithms; swarming behaviour; some swarm intelligence algorithms and their applications; hybrid search optimization; particle swarm optimization; PSO applications; ant colony optimization; brain storm optimization; fireworks algorithms; multi-objective optimization; large-scale global optimization; biometrics; scheduling and planning; machine learning methods; clustering algorithm; classification; image classification and encryption; data mining; sensor networks and social networks; neural networks; swarm intelligence in management decision making and operations research; robot control; swarm robotics; intelligent energy and communications systems; and intelligent and interactive and tutoring systems.

Swarm Intelligence Algorithms (Two Volume Set)

Adam Slowik
Swarm Intelligence Algorithms Two Volume Set Book PDF

Author : Adam Slowik
Publisher : CRC Press
Page : 379 pages
File Size : 43,5 Mb
Release : 2021-01-26
Category : Computers
ISBN : 9781000168723

Get Book

Swarm Intelligence Algorithms (Two Volume Set) by Adam Slowik Pdf

Swarm intelligence algorithms are a form of nature-based optimization algorithms. Their main inspiration is the cooperative behavior of animals within specific communities. This can be described as simple behaviors of individuals along with the mechanisms for sharing knowledge between them, resulting in the complex behavior of the entire community. Examples of such behavior can be found in ant colonies, bee swarms, schools of fish or bird flocks. Swarm intelligence algorithms are used to solve difficult optimization problems for which there are no exact solving methods or the use of such methods is impossible, e.g. due to unacceptable computational time. This set comprises two volumes: Swarm Intelligence Algorithms: A Tutorial and Swarm Intelligence Algorithms: Modifications and Applications. The first volume thoroughly presents the basics of 24 algorithms selected from the entire family of swarm intelligence algorithms. It contains a detailed explanation of how each algorithm works, along with relevant program codes in Matlab and the C ++ programming language, as well as numerical examples illustrating step-by-step how individual algorithms work. The second volume describes selected modifications of these algorithms and presents their practical applications. This book presents 24 swarm algorithms together with their modifications and practical applications. Each chapter is devoted to one algorithm. It contains a short description along with a pseudo-code showing the various stages of its operation. In addition, each chapter contains a description of selected modifications of the algorithm and shows how it can be used to solve a selected practical problem.

Handbook of Research on Swarm Intelligence in Engineering

Bhattacharyya, Siddhartha
Handbook of Research on Swarm Intelligence in Engineering Book PDF

Author : Bhattacharyya, Siddhartha
Publisher : IGI Global
Page : 744 pages
File Size : 43,6 Mb
Release : 2015-04-30
Category : Computers
ISBN : 9781466682924

Get Book

Handbook of Research on Swarm Intelligence in Engineering by Bhattacharyya, Siddhartha Pdf

Swarm Intelligence has recently emerged as a next-generation methodology belonging to the class of evolutionary computing. As a result, scientists have been able to explain and understand real-life processes and practices that previously remained unexplored. The Handbook of Research on Swarm Intelligence in Engineering presents the latest research being conducted on diverse topics in intelligence technologies such as Swarm Intelligence, Machine Intelligence, Optical Engineering, and Signal Processing with the goal of advancing knowledge and applications in this rapidly evolving field. The enriched interdisciplinary contents of this book will be a subject of interest to the widest forum of faculties, existing research communities, and new research aspirants from a multitude of disciplines and trades.

Swarm Intelligence in Data Mining

Ajith Abraham,Crina Grosan,Vitorino Ramos
Swarm Intelligence in Data Mining Book PDF

Author : Ajith Abraham,Crina Grosan,Vitorino Ramos
Publisher : Springer
Page : 268 pages
File Size : 48,5 Mb
Release : 2007-01-12
Category : Computers
ISBN : 9783540349563

Get Book

Swarm Intelligence in Data Mining by Ajith Abraham,Crina Grosan,Vitorino Ramos Pdf

This volume examines the application of swarm intelligence in data mining, addressing the issues of swarm intelligence and data mining using novel intelligent approaches. The book comprises 11 chapters including an introduction reviewing fundamental definitions and important research challenges. Important features include a detailed overview of swarm intelligence and data mining paradigms, focused coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and contributions by pioneers in the field.