Nature Inspired Algorithms and Applied Optimization

Written By Xin-She Yang
Nature Inspired Algorithms and Applied Optimization
  • Publsiher : Springer
  • Release : 08 October 2017
  • ISBN : 3319676695
  • Pages : 330 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Nature Inspired Algorithms and Applied Optimization written by Xin-She Yang which was release on 08 October 2017, this book published by Springer. Available in PDF, EPUB and Kindle Format. Book excerpt: This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies as well as extensive literature reviews, and also includes self-contained chapters featuring theoretical analyses, such as convergence analysis and no-free-lunch theorems so as to provide insights into the current nature-inspired optimization algorithms. Topics include ant colony optimization, the bat algorithm, B-spline curve fitting, cuckoo search, feature selection, economic load dispatch, the firefly algorithm, the flower pollination algorithm, knapsack problem, octonian and quaternion representations, particle swarm optimization, scheduling, wireless networks, vehicle routing with time windows, and maximally different alternatives. This timely book serves as a practical guide and reference resource for students, researchers and professionals.

Nature Inspired Algorithms and Applied Optimization

Nature Inspired Algorithms and Applied Optimization
  • Author : Xin-She Yang
  • Publisher : Springer
  • Release Date : 2017-10-08
  • Total pages : 330
  • ISBN : 3319676695
GET BOOK

Summary : This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies as well as extensive literature reviews, and also includes self-contained chapters featuring ...

Nature Inspired Optimization Algorithms

Nature Inspired Optimization Algorithms
  • Author : Xin-She Yang
  • Publisher : Elsevier
  • Release Date : 2014-02-17
  • Total pages : 300
  • ISBN : 3319676695
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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, ...

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 : 3319676695
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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 Algorithms

Nature Inspired Optimization Algorithms
  • Author : Vasuki A
  • Publisher : CRC Press
  • Release Date : 2020-07-09
  • Total pages : 260
  • ISBN : 3319676695
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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 ...

Nature Inspired Optimization Algorithms

Nature Inspired Optimization Algorithms
  • Author : Xin-She Yang
  • Publisher : Academic Press
  • Release Date : 2020-09-09
  • Total pages : 310
  • ISBN : 3319676695
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Summary : Nature-Inspired Optimization Algorithms, Second Edition provides an 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 case studies to illustrate how these algorithms work. Topics include particle swarm optimization, ant and bee algorithms, simulated annealing, ...

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 : 3319676695
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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 ...

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 : 3319676695
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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 ...

Harmony Search and Nature Inspired Optimization Algorithms

Harmony Search and Nature Inspired Optimization Algorithms
  • Author : Neha Yadav,Anupam Yadav,Jagdish Chand Bansal,Kusum Deep,Joong Hoon Kim
  • Publisher : Springer
  • Release Date : 2018-08-23
  • Total pages : 1238
  • ISBN : 3319676695
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Summary : The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Fourth International Conference on Harmony Search, Soft Computing and Applications held at BML Munjal University, Gurgaon, India on February 7–9, 2018. It consists of research articles on novel and newly proposed optimization algorithms; the theoretical study ...

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 : 3319676695
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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 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 : 3319676695
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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 ...

Nature inspired Metaheuristic Algorithms

Nature inspired Metaheuristic Algorithms
  • Author : Xin-She Yang
  • Publisher : Luniver Press
  • Release Date : 2010
  • Total pages : 148
  • ISBN : 3319676695
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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, ...

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 : 3319676695
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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 ...

Nature inspired Optimization of Type 2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis

Nature inspired Optimization of Type 2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis
  • Author : Patricia Melin,Ivette Miramontes,German Prado Arechiga
  • Publisher : Springer Nature
  • Release Date : 2021
  • Total pages : 134
  • ISBN : 3319676695
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Summary : This book describes the utilization of different soft computing techniques and their optimization for providing an accurate and efficient medical diagnosis. The proposed method provides a precise and timely diagnosis of the risk that a person has to develop a particular disease, but it can be adaptable to provide the ...

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 : 3319676695
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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 ...

Frontier Applications of Nature Inspired Computation

Frontier Applications of Nature Inspired Computation
  • Author : Mahdi Khosravy,Neeraj Gupta,Nilesh Patel,Tomonobu Senjyu
  • Publisher : Springer Nature
  • Release Date : 2020-03-11
  • Total pages : 389
  • ISBN : 3319676695
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Summary : This book addresses the frontier advances in the theory and application of nature-inspired optimization techniques, including solving the quadratic assignment problem, prediction in nature-inspired dynamic optimization, the lion algorithm and its applications, optimizing the operation scheduling of microgrids, PID controllers for two-legged robots, optimizing crane operating times, planning electrical energy ...