Nature Inspired Computation and Swarm Intelligence

Written By Xin-She Yang
Nature Inspired Computation and Swarm Intelligence
  • Publsiher : Academic Press
  • Release : 24 April 2020
  • ISBN : 0128197145
  • Pages : 442 pages
  • Rating : /5 from reviews
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Download or read book entitled Nature Inspired Computation and Swarm Intelligence by author: Xin-She Yang which was release on 24 April 2020 and published by Academic Press with total page 442 pages . This book available in PDF, EPUB and Kindle Format. Nature-inspired computation and swarm intelligence have become popular and effective tools for solving problems in optimization, computational intelligence, soft computing and data science. Recently, the literature in the field has expanded rapidly, with new algorithms and applications emerging. Nature-Inspired Computation and Swarm Intelligence: Algorithms, Theory and Applications is a timely reference giving a comprehensive review of relevant state-of-the-art developments in algorithms, theory and applications of nature-inspired algorithms and swarm intelligence. It reviews and documents the new developments, focusing on nature-inspired algorithms and their theoretical analysis, as well as providing a guide to their implementation. The book includes case studies of diverse real-world applications, balancing explanation of the theory with practical implementation. Nature-Inspired Computation and Swarm Intelligence: Algorithms, Theory and Applications is suitable for researchers and graduate students in computer science, engineering, data science, and management science, who want a comprehensive review of algorithms, theory and implementation within the fields of nature inspired computation and swarm intelligence. Introduces nature-inspired algorithms and their fundamentals, including: particle swarm optimization, bat algorithm, cuckoo search, firefly algorithm, flower pollination algorithm, differential evolution and genetic algorithms as well as multi-objective optimization algorithms and others Provides a theoretical foundation and analyses of algorithms, including: statistical theory and Markov chain theory on the convergence and stability of algorithms, dynamical system theory, benchmarking of optimization, no-free-lunch theorems, and a generalized mathematical framework Includes a diversity of case studies of real-world applications: feature selection, clustering and classification, tuning of restricted Boltzmann machines, travelling salesman problem, classification of white blood cells, music generation by artificial intelligence, swarm robots, neural networks, engineering designs and others

Nature Inspired Computation and Swarm Intelligence

Nature Inspired Computation and Swarm Intelligence
  • Author : Xin-She Yang
  • Publisher : Academic Press
  • Release Date : 2020-04-24
  • Total pages : 442
  • ISBN : 0128197145
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Summary : Nature-inspired computation and swarm intelligence have become popular and effective tools for solving problems in optimization, computational intelligence, soft computing and data science. Recently, the literature in the field has expanded rapidly, with new algorithms and applications emerging. Nature-Inspired Computation and Swarm Intelligence: Algorithms, Theory and Applications is a timely ...

Nature Inspired Computation in Engineering

Nature Inspired Computation in Engineering
  • Author : Xin-She Yang
  • Publisher : Springer
  • Release Date : 2016-03-19
  • Total pages : 276
  • ISBN : 0128197145
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Summary : This timely review book summarizes the state-of-the-art developments in nature-inspired optimization algorithms and their applications in engineering. Algorithms and topics include the overview and history of nature-inspired algorithms, discrete firefly algorithm, discrete cuckoo search, plant propagation algorithm, parameter-free bat algorithm, gravitational search, biogeography-based algorithm, differential evolution, particle swarm optimization and ...

Nature Inspired Computing

Nature Inspired Computing
  • Author : Nazmul H. Siddique,Hojjat Adeli
  • Publisher : Chapman and Hall/CRC
  • Release Date : 2016-01-15
  • Total pages : 250
  • ISBN : 0128197145
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Summary : This book provides a comprehensive introduction to nature-inspired computing, with an emphasis on applications to real-life engineering problems. The book focuses on physics and chemistry-based algorithms, including gravitational search algorithms, central force optimization, harmony search, and more. The book investigates natural phenomena, presents different algorithms, and discusses their application to ...

Nature Inspired Computation in Data Mining and Machine Learning

Nature Inspired Computation in Data Mining and Machine Learning
  • Author : Xin-She Yang,Xing-Shi He
  • Publisher : Springer Nature
  • Release Date : 2019-09-03
  • Total pages : 273
  • ISBN : 0128197145
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Summary : This book reviews the latest developments in nature-inspired computation, with a focus on the cross-disciplinary applications in data mining and machine learning. Data mining, machine learning and nature-inspired computation are current hot research topics due to their importance in both theory and practical applications. Adopting an application-focused approach, each chapter ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Xin-She Yang,Mehmet Karamanoglu
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128197145
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Summary : Swarm intelligence (SI) and bio-inspired computing in general have attracted great interest in almost every area of science, engineering, and industry over the last two decades. In this chapter, we provide an overview of some of the most widely used bio-inspired algorithms, especially those based on SI such as cuckoo ...

Nature inspired Computing

Nature inspired Computing
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-06-16
  • Total pages : 212
  • ISBN : 0128197145
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Summary : Read online Nature inspired Computing written by , published by which was released on . Download full Nature inspired Computing Books now! Available in PDF, ePub and Kindle....

Nature Inspired Computing Concepts Methodologies Tools and Applications

Nature Inspired Computing  Concepts  Methodologies  Tools  and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2016-07-26
  • Total pages : 1780
  • ISBN : 0128197145
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Summary : As technology continues to become more sophisticated, mimicking natural processes and phenomena also becomes more of a reality. Continued research in the field of natural computing enables an understanding of the world around us, in addition to opportunities for man-made computing to mirror the natural processes and systems that have ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Xin-She Yang,Zhihua Cui,Renbin Xiao,Mehmet Karamanoglu,Amir Hossein Gandomi
  • Publisher : Elsevier
  • Release Date : 2013-06-01
  • Total pages : 450
  • ISBN : 0128197145
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Summary : 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 ...

Nature Inspired Computation in Navigation and Routing Problems

Nature Inspired Computation in Navigation and Routing Problems
  • Author : Xin-She Yang,Yu-Xin Zhao
  • Publisher : Springer Nature
  • Release Date : 2020-02-19
  • Total pages : 222
  • ISBN : 0128197145
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Summary : This book discusses all the major nature-inspired algorithms with a focus on their application in the context of solving navigation and routing problems. It also reviews the approximation methods and recent nature-inspired approaches for practical navigation, and compares these methods with traditional algorithms to validate the approach for the case ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Shichang Sun,Hongbo Liu
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128197145
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Summary : In this chapter, we present the convergence analysis and applications of particle swarm optimization algorithm. Although it is difficult to analyze the convergence of this algorithm, we discuss its convergence based on its iterated function system and probabilistic theory. The dynamic trajectory of the particle is described based on single ...

Applied Optimization and Swarm Intelligence

Applied Optimization and Swarm Intelligence
  • Author : Eneko Osaba
  • Publisher : Springer Nature
  • Release Date : 2021-06-16
  • Total pages : 212
  • ISBN : 0128197145
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Summary : Read online Applied Optimization and Swarm Intelligence written by Eneko Osaba, published by Springer Nature which was released on . Download full Applied Optimization and Swarm Intelligence Books now! Available in PDF, ePub and Kindle....

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Gilang Kusuma Jati,Ruli Manurung,null Suyanto
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128197145
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Summary : The “firefly algorithm” (FA) is a nature-inspired technique originally designed for solving continuous optimization problems. There are several existing approaches that apply FA also as a basis for solving discrete optimization problems, in particular the “traveling salesman problem” (TSP). In this chapter, we present a new movement scheme called edge-based ...

Nature Inspired Computation and Swarm Intelligence

Nature Inspired Computation and Swarm Intelligence
  • Author : Xin-She Yang
  • Publisher : Academic Press
  • Release Date : 2020-04-09
  • Total pages : 442
  • ISBN : 0128197145
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Summary : Nature-inspired computation and swarm intelligence have become popular and effective tools for solving problems in optimization, computational intelligence, soft computing and data science. Recently, the literature in the field has expanded rapidly, with new algorithms and applications emerging. Nature-Inspired Computation and Swarm Intelligence: Algorithms, Theory and Applications is a timely ...

Recent Advances in Swarm Intelligence and Evolutionary Computation

Recent Advances in Swarm Intelligence and Evolutionary Computation
  • Author : Xin-She Yang
  • Publisher : Springer
  • Release Date : 2014-12-27
  • Total pages : 300
  • ISBN : 0128197145
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Summary : This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristic algorithms, bat algorithm, discrete cuckoo search, firefly algorithm, particle swarm optimization, and harmony search ...

Nature Inspired Computing for Wireless Sensor Networks

Nature Inspired Computing for Wireless Sensor Networks
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2020
  • Total pages : 212
  • ISBN : 0128197145
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Summary : This book presents nature inspired computing applications for the wireless sensor network (WSN). Although the use of WSN is increasing rapidly, it has a number of limitations in the context of battery issue, distraction, low communication speed, and security. This means there is a need for innovative intelligent algorithms to ...