Introduction to Nature Inspired Optimization

Written By George Lindfield
Introduction to Nature Inspired Optimization
  • Publsiher : Academic Press
  • Release : 10 August 2017
  • ISBN : 0128036664
  • Pages : 256 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Introduction to Nature Inspired Optimization written by George Lindfield which was release on 10 August 2017, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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 to give practical insight into the detailed structure of these methods and how they work. Nature-inspired algorithms emulate processes that are found in the natural world, spurring interest for optimization. Lindfield/Penny provide concise coverage to all the major algorithms, including genetic algorithms, artificial bee colony algorithms, ant colony optimization and the cuckoo search algorithm, among others. This book provides a quick reference to practicing engineers, researchers and graduate students who work in the field of optimization. Applies concepts in nature and biology to develop new algorithms for nonlinear optimization Offers working MATLAB® programs for the major algorithms described, applying them to a range of problems Provides useful comparative studies of the algorithms, highlighting their strengths and weaknesses Discusses the current state-of-the-field and indicates possible areas of future development

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 : 0128036664
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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 : Xin-She Yang
  • Publisher : Academic Press
  • Release Date : 2020-09-09
  • Total pages : 310
  • ISBN : 0128036664
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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 : Vasuki A
  • Publisher : CRC Press
  • Release Date : 2020-05-31
  • Total pages : 260
  • ISBN : 0128036664
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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 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 : 0128036664
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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 ...

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 : 0128036664
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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 : 0128036664
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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 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 : 0128036664
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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 ...

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 : 0128036664
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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 ...

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 : 2019-05-15
  • Total pages : 220
  • ISBN : 0128036664
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Summary : Nature-inspired Optimization Algorithms for Fuzzy Controlled Servo Systems suits the general need of a book that explains the major issues to fuzzy control in servo systems without any solid mathematical prerequisite. In addition, pertinent information on nature-inspired optimization algorithms is offered. The book is intended to rapidly make intelligible notions ...

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 : 0128036664
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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 Computation in Engineering

Nature Inspired Computation in Engineering
  • Author : Xin-She Yang
  • Publisher : Springer
  • Release Date : 2016-03-19
  • Total pages : 276
  • ISBN : 0128036664
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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 ...

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 : 0128036664
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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 ...

Nature Inspired Optimization in Advanced Manufacturing Processes and Systems

Nature Inspired Optimization in Advanced Manufacturing Processes and Systems
  • Author : Ganesh M. Kakandikar,Dinesh G. Thakur
  • Publisher : CRC Press
  • Release Date : 2020-12-08
  • Total pages : 262
  • ISBN : 0128036664
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Summary : The manufacturing system is going through substantial changes and developments in light of Industry 4.0. Newer manufacturing technologies are being developed and applied. There is a need to optimize these techniques when applied in different circumstances with respect to materials, tools, product configurations, and process parameters. This book covers computational intelligence ...

Nature Inspired Optimization Algorithms with Java

Nature Inspired Optimization Algorithms with Java
  • Author : Shashank Jain
  • Publisher : Apress
  • Release Date : 2021-12-12
  • Total pages : 175
  • ISBN : 0128036664
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Summary : Gain insight into the world of nature-inspired optimization techniques and algorithms. This book will prepare you to apply different nature-inspired optimization techniques to solve problems using Java. You'll start with an introduction to the hidden algorithms that nature uses and find the approximate solutions to optimization problems. You'll then see ...

Discrete Problems in Nature Inspired Algorithms

Discrete Problems in Nature Inspired Algorithms
  • Author : Anupam Prof. Shukla,Ritu Tiwari
  • Publisher : CRC Press
  • Release Date : 2017-12-15
  • Total pages : 310
  • ISBN : 0128036664
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Summary : This book includes introduction of several algorithms which are exclusively for graph based problems, namely combinatorial optimization problems, path formation problems, etc. Each chapter includes the introduction of the basic traditional nature inspired algorithm and discussion of the modified version for discrete algorithms including problems pertaining to discussed algorithms....