Nature Inspired Optimization Algorithms

Written By Xin-She Yang
Nature Inspired Optimization Algorithms
  • Publsiher : Elsevier
  • Release : 17 February 2014
  • ISBN : 0124167454
  • Pages : 300 pages
  • Rating : /5 from reviews
GET THIS BOOKNature Inspired Optimization Algorithms


Download or read book entitled Nature Inspired Optimization Algorithms by author: Xin-She Yang which was release on 17 February 2014 and published by Elsevier with total page 300 pages . This book available in PDF, EPUB and Kindle Format. Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to illustrate how these algorithms work. Topics include particle swarm optimization, ant and bee algorithms, simulated annealing, cuckoo search, firefly algorithm, bat algorithm, flower algorithm, harmony search, algorithm analysis, constraint handling, hybrid methods, parameter tuning and control, as well as multi-objective optimization. This book can serve as an introductory book for graduates, doctoral students and lecturers in computer science, engineering and natural sciences. It can also serve a source of inspiration for new applications. Researchers and engineers as well as experienced experts will also find it a handy reference. Discusses and summarizes the latest developments in nature-inspired algorithms with comprehensive, timely literature Provides a theoretical understanding as well as practical implementation hints Provides a step-by-step introduction to each algorithm

Nature Inspired Optimization Algorithms

Nature Inspired Optimization Algorithms
  • Author : Xin-She Yang
  • Publisher : Elsevier
  • Release Date : 2014-02-17
  • Total pages : 300
  • ISBN : 0124167454
GET BOOK

Summary : Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to illustrate how these algorithms work. Topics include particle swarm optimization, ant and bee algorithms, simulated annealing, ...

Nature Inspired Methods for Metaheuristics Optimization

Nature Inspired Methods for Metaheuristics Optimization
  • Author : Fouad Bennis,Rajib Kumar Bhattacharjya
  • Publisher : Springer Nature
  • Release Date : 2020-01-17
  • Total pages : 502
  • ISBN : 0124167454
GET BOOK

Summary : This book gathers together a set of chapters covering recent development in optimization methods that are inspired by nature. The first group of chapters describes in detail different meta-heuristic algorithms, and shows their applicability using some test or real-world problems. The second part of the book is especially focused on ...

Nature Inspired Optimization Algorithms for Fuzzy Controlled Servo Systems

Nature Inspired Optimization Algorithms for Fuzzy Controlled Servo Systems
  • Author : Radu-Emil Precup,Radu-Codrut David
  • Publisher : Butterworth-Heinemann
  • Release Date : 2019-04-19
  • Total pages : 148
  • ISBN : 0124167454
GET BOOK

Summary : Nature-inspired Optimization Algorithms for Fuzzy Controlled Servo Systems explains fuzzy control in servo systems in a way that doesn't require any solid mathematical prerequisite. Analysis and design methodologies are covered, along with specific applications to servo systems and representative case studies. The theoretical approaches presented throughout the book are validated ...

Nature Inspired Optimization Algorithms

Nature Inspired Optimization Algorithms
  • Author : Aditya Khamparia,Ashish Khanna,Nhu Gia Nguyen,Bao Le Nguyen
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2021-02-08
  • Total pages : 168
  • ISBN : 0124167454
GET BOOK

Summary : This book will focus on the involvement of data mining and intelligent computing methods for recent advances in Biomedical applications and algorithms of nature-inspired computing for Biomedical systems. The proposed meta heuristic or nature-inspired techniques should be an enhanced, hybrid, adaptive or improved version of basic algorithms in terms of ...

Introduction to Nature Inspired Optimization

Introduction to Nature Inspired Optimization
  • Author : George Lindfield,John Penny
  • Publisher : Academic Press
  • Release Date : 2017-08-10
  • Total pages : 256
  • ISBN : 0124167454
GET BOOK

Summary : Introduction to Nature-Inspired Optimization brings together many of the innovative mathematical methods for non-linear optimization that have their origins in the way various species behave in order to optimize their chances of survival. The book describes each method, examines their strengths and weaknesses, and where appropriate, provides the MATLAB code ...

Nature Inspired Optimization for Image Processing

Nature Inspired Optimization for Image Processing
  • Author : Vasuki A
  • Publisher : CRC Press
  • Release Date : 2020-07-09
  • Total pages : 280
  • ISBN : 0124167454
GET BOOK

Summary : Nature Inspired Optimization Algorithms is a comprehensive book on the most popular optimization algorithms that are based on nature. It starts with an overview of optimization and goes from the classical to the latest swarm intelligence algorithm. Nature has a rich abundance of flora and fauna that inspired the development ...

Nature Inspired Optimization Algorithms

Nature Inspired Optimization Algorithms
  • Author : Vasuki A
  • Publisher : CRC Press
  • Release Date : 2020-05-31
  • Total pages : 260
  • ISBN : 0124167454
GET BOOK

Summary : Nature-Inspired Optimization Algorithms, a comprehensive work on the most popular optimization algorithms based on nature, starts with an overview of optimization going from the classical to the latest swarm intelligence algorithm. Nature has a rich abundance of flora and fauna that inspired the development of optimization techniques, providing us with ...

Advanced Optimization by Nature Inspired Algorithms

Advanced Optimization by Nature Inspired Algorithms
  • Author : Omid Bozorg-Haddad
  • Publisher : Springer
  • Release Date : 2017-06-30
  • Total pages : 159
  • ISBN : 0124167454
GET BOOK

Summary : This book, compiles, presents, and explains the most important meta-heuristic and evolutionary optimization algorithms whose successful performance has been proven in different fields of engineering, and it includes application of these algorithms to important engineering optimization problems. In addition, this book guides readers to studies that have implemented these algorithms ...

Nature inspired Metaheuristic Algorithms

Nature inspired Metaheuristic Algorithms
  • Author : Xin-She Yang
  • Publisher : Luniver Press
  • Release Date : 2010
  • Total pages : 148
  • ISBN : 0124167454
GET BOOK

Summary : Modern metaheuristic algorithms such as bee algorithms and harmony search start to demonstrate their power in dealing with tough optimization problems and even NP-hard problems. This book reviews and introduces the state-of-the-art nature-inspired metaheuristic algorithms in optimization, including genetic algorithms, bee algorithms, particle swarm optimization, simulated annealing, ant colony optimization, ...

Nature Inspired Optimization Techniques for Image Processing Applications

Nature Inspired Optimization Techniques for Image Processing Applications
  • Author : Jude Hemanth,Valentina Emilia Balas
  • Publisher : Springer
  • Release Date : 2018-09-19
  • Total pages : 297
  • ISBN : 0124167454
GET BOOK

Summary : This book provides a platform for exploring nature-inspired optimization techniques in the context of imaging applications. Optimization has become part and parcel of all computational vision applications, and since the amount of data used in these applications is vast, the need for optimization techniques has increased exponentially. These accuracy and ...

Fuzzy Logic Augmentation of Nature Inspired Optimization Metaheuristics

Fuzzy Logic Augmentation of Nature Inspired Optimization Metaheuristics
  • Author : Oscar Castillo,Patricia Melin
  • Publisher : Springer
  • Release Date : 2014-09-20
  • Total pages : 195
  • ISBN : 0124167454
GET BOOK

Summary : This book describes recent advances on fuzzy logic augmentation of nature-inspired optimization metaheuristics and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in two main parts, which contain a group of papers around a ...

A New Bio inspired Optimization Algorithm Based on the Self defense Mechanism of Plants in Nature

A New Bio inspired Optimization Algorithm Based on the Self defense Mechanism of Plants in Nature
  • Author : Camilo Caraveo,Fevrier Valdez,Oscar Castillo
  • Publisher : Springer
  • Release Date : 2018-12-30
  • Total pages : 57
  • ISBN : 0124167454
GET BOOK

Summary : This book presents a new meta-heuristic algorithm, inspired by the self-defense mechanisms of plants in nature. Numerous published works have demonstrated the various self-defense mechanisms (survival strategies) plants use to protect themselves against predatory organisms, such as herbivorous insects. The proposed algorithm is based on the predator–prey mathematical model ...

Nature Inspired Methods for Metaheuristics Optimization

Nature Inspired Methods for Metaheuristics Optimization
  • Author : Fouad Bennis,Rajib Kumar Bhattacharjya
  • Publisher : Springer
  • Release Date : 2020-02-07
  • Total pages : 502
  • ISBN : 0124167454
GET BOOK

Summary : This book gathers together a set of chapters covering recent development in optimization methods that are inspired by nature. The first group of chapters describes in detail different meta-heuristic algorithms, and shows their applicability using some test or real-world problems. The second part of the book is especially focused on ...

Nature Inspired Optimization for Electrical Power System

Nature Inspired Optimization for Electrical Power System
  • Author : Manjaree Pandit,Hari Mohan Dubey,Jagdish Chand Bansal
  • Publisher : Springer Nature
  • Release Date : 2020-04-07
  • Total pages : 129
  • ISBN : 0124167454
GET BOOK

Summary : This book presents a wide range of optimization methods and their applications to various electrical power system problems such as economical load dispatch, demand supply management in microgrids, levelized energy pricing, load frequency control and congestion management, and reactive power management in radial distribution systems. Problems related to electrical power ...

Metaheuristic Optimization Nature Inspired Algorithms Swarm and Computational Intelligence Theory and Applications

Metaheuristic Optimization  Nature Inspired Algorithms Swarm and Computational Intelligence  Theory and Applications
  • Author : Modestus O. Okwu,Lagouge K. Tartibu
  • Publisher : Springer Nature
  • Release Date : 2020-11-13
  • Total pages : 192
  • ISBN : 0124167454
GET BOOK

Summary : This book exemplifies how algorithms are developed by mimicking nature. Classical techniques for solving day-to-day problems is time-consuming and cannot address complex problems. Metaheuristic algorithms are nature-inspired optimization techniques for solving real-life complex problems. This book emphasizes the social behaviour of insects, animals and other natural entities, in terms of ...