Swarm Intelligence and Bio Inspired Computation

Written By Xin-She Yang
Swarm Intelligence and Bio Inspired Computation
  • Publsiher : Elsevier Inc. Chapters
  • Release : 16 May 2013
  • ISBN : 0128068876
  • Pages : 450 pages
  • Rating : /5 from reviews
GET THIS BOOKSwarm Intelligence and Bio Inspired Computation


Download or read book entitled Swarm Intelligence and Bio Inspired Computation by author: Xin-She Yang which was release on 16 May 2013 and published by Elsevier Inc. Chapters with total page 450 pages . This book available in PDF, EPUB and Kindle Format. 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 search, firefly algorithm, and particle swarm optimization. We also analyze the essence of algorithms and their connections to self-organization. Furthermore, we highlight the main challenging issues associated with these metaheuristic algorithms with in-depth discussions. Finally, we provide some key, open problems that need to be addressed in the next decade.

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 : 0128068876
GET BOOK

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 ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Tamás Varga,András Király,János Abonyi
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128068876
GET BOOK

Summary : Advanced inventory management in complex supply chains requires effective and robust nonlinear optimization due to the stochastic nature of supply and demand variations. Application of estimated gradients can boost up the convergence of Particle Swarm Optimization (PSO) algorithm but classical gradient calculation cannot be applied to stochastic and uncertain systems. ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Maximos A. Kaliakatsos-Papakostas,Andreas Floros,Michael N. Vrahatis
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128068876
GET BOOK

Summary : Automatic music composition has blossomed with the introduction of intelligent methodologies in computer science. Thereby, many methodologies for automatic music composition have been or could be described as “intelligent,” but what exactly is it that makes them intelligent? Furthermore, is there any categorization of intelligent music composition (IMC) methodologies that ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Raha Imanirad,Julian Scott Yeomans
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128068876
GET BOOK

Summary : In solving many practical mathematical programming applications, it is generally preferable to formulate several quantifiably good alternatives that provide very different approaches to the particular problem. This is because decision-making typically involves complex problems that are riddled with incompatible performance objectives and possess competing design requirements which are very difficult—...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Momin Jamil,Hans-Jürgen Zepernick
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128068876
GET BOOK

Summary : Random walks play an important and central role in metaheuristic and stochastic optimization algorithms. The two key components of the search process in metaheuristic algorithms (MAs) are intensification and diversification. The overall efficiency of a metaheuristic optimization algorithm depends on a sound balance between these two components. In MAs, exploration ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Iztok Fister,Xin-She Yang,Janez Brest,Iztok Jr. Fister
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128068876
GET BOOK

Summary : The “firefly algorithm” (FFA) is a modern metaheuristic algorithm, inspired by the behavior of fireflies. This algorithm and its variants have been successfully applied to many continuous optimization problems. This work analyzes the performance of the FFA when solving combinatorial optimization problems. In order to improve the results, the original ...

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 : 0128068876
GET BOOK

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 ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Simon Fong
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128068876
GET BOOK

Summary : Data mining has evolved from methods of simple statistical analysis to complex pattern recognition in the past decades. During the progression, the data mining algorithms are modified or extended in order to overcome some specific problems. This chapter discusses about the prospects of improving data mining algorithms by integrating bio-inspired ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Amir Hossein Gandomi,Amir Hossein Alavi,Siamak Talatahari
  • Publisher : Elsevier Inc. Chapters
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128068876
GET BOOK

Summary : A new metaheuristic optimization algorithm, called krill herd (KH), has been recently proposed by Gandomi and Alavi. In this study, KH is introduced for structural optimization. For more verification, KH is subsequently applied to three design problems reported in the literature. The performance of the KH algorithm is further compared ...

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 : 0128068876
GET BOOK

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 : 0128068876
GET BOOK

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 ...

Proceedings of Seventh International Conference on Bio Inspired Computing Theories and Applications BIC TA 2012

Proceedings of Seventh International Conference on Bio Inspired Computing  Theories and Applications  BIC TA 2012
  • Author : Jagdish C. Bansal,Pramod Singh,Kusum Deep,Millie Pant,Atulya K. Nagar
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-04
  • Total pages : 556
  • ISBN : 0128068876
GET BOOK

Summary : The book is a collection of high quality peer reviewed research papers presented in Seventh International Conference on Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior, India. These research papers provide the latest developments in the broad area of "Computational Intelligence". The book discusses wide variety of industrial, engineering and scientific ...

Bio Inspired Computational Intelligence and Applications

Bio Inspired Computational Intelligence and Applications
  • Author : Dr. Kang Li,Minrui Fei,George W. Irwin,Shiwei Ma
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-08-28
  • Total pages : 805
  • ISBN : 0128068876
GET BOOK

Summary : The two volumes LNCS 4688 and LNBI 4689 constitute the refereed proceedings of the International Conference on Life System Modeling and Simulation, LSMS 2007, held in Shanghai, China, in September 2007. The 147 revised full papers were carefully reviewed and selected from 1383 submissions. The 84 papers of LNCS 4688 are organized in topical sections on advanced neural ...

Bio Inspired Computation and Applications in Image Processing

Bio Inspired Computation and Applications in Image Processing
  • Author : Xin-She Yang,João Paulo Papa
  • Publisher : Academic Press
  • Release Date : 2016-08-09
  • Total pages : 374
  • ISBN : 0128068876
GET BOOK

Summary : Bio-Inspired Computation and Applications in Image Processing summarizes the latest developments in bio-inspired computation in image processing, focusing on nature-inspired algorithms that are linked with deep learning, such as ant colony optimization, particle swarm optimization, and bat and firefly algorithms that have recently emerged in the field. In addition to ...

Bio Inspired Computation in Telecommunications

Bio Inspired Computation in Telecommunications
  • Author : Xin-She Yang,Su Fong Chien,T.O. Ting
  • Publisher : Morgan Kaufmann
  • Release Date : 2015-02-11
  • Total pages : 348
  • ISBN : 0128068876
GET BOOK

Summary : Bio-inspired computation, especially those based on swarm intelligence, has become increasingly popular in the last decade. Bio-Inspired Computation in Telecommunications reviews the latest developments in bio-inspired computation from both theory and application as they relate to telecommunications and image processing, providing a complete resource that analyzes and discusses the latest ...