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The Resource Introduction to nature-inspired optimization, George Lindfield, John Penny

Introduction to nature-inspired optimization, George Lindfield, John Penny

Label
Introduction to nature-inspired optimization
Title
Introduction to nature-inspired optimization
Statement of responsibility
George Lindfield, John Penny
Creator
Contributor
Author
Subject
Language
eng
Cataloging source
YDX
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Introduction to nature-inspired optimization, George Lindfield, John Penny
Label
Introduction to nature-inspired optimization, George Lindfield, John Penny
Link
http://libproxy.rpi.edu/login?url=http://www.sciencedirect.com/science/book/9780128036365
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Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Front Cover; Introduction to Nature-Inspired Optimization; Copyright; Contents; About the Authors; Preface; Acknowledgment; Notation; 1 An Introduction to Optimization; 1.1 Introduction; 1.2 Classes of Optimization Problems; 1.3 Using Calculus to Optimize a Function; 1.4 A Brute Force Method!; 1.5 Gradient Methods; 1.6 Nature Inspired Optimization Algorithms; 1.7 Randomness in Nature Inspired Algorithms; 1.8 Testing Nature Inspired Algorithms; 1.9 Summary; 1.10 Problems; 2 Evolutionary Algorithms; 2.1 Introduction; 2.2 Introduction to Genetic Algorithms; 2.3 Alternative Methods of Coding
  • 2.4 Alternative Methods of Selection for Mating2.5 Alternative Forms of Mating; 2.6 Alternative Forms of Mutation; 2.7 Theoretical Background to GAs; 2.8 Continuous or Decimal Coding; 2.9 Selected Numerical Studies Using the Continuous GA; 2.10 Some Applications of the Genetic Algorithm; 2.11 Differential Evolution; 2.12 Other Variants of Differential Evolution; 2.13 Numerical Studies; 2.14 Some Applications of Differential Evolution; 2.15 Summary; 2.16 Problems; 3 Particle Swarm Optimization Algorithms; 3.1 Origins of Particle Swarm Optimization; 3.2 The PSO Algorithm
  • 3.3 Developments of the PSO Algorithm3.4 Selected Numerical Studies Using PSO; 3.5 A Review of Some Relevant Developments; 3.6 Some Applications of Particle Swarm Optimization; 3.7 Summary; 3.8 Problems; 4 The Cuckoo Search Algorithm; 4.1 Introduction; 4.2 Description of the Cuckoo Search Algorithm; 4.3 Modi cations of the Cuckoo Search Algorithm; 4.4 Numerical Studies of the Cuckoo Search Algorithm; 4.5 Extensions and Developments of the Cuckoo Search Algorithm; 4.6 Some Applications of the Cuckoo Search Algorithm; 4.7 Summary; 4.8 Problems; 5 The Fire y Algorithm; 5.1 Introduction
  • 5.2 Description of the Fire y Inspired Optimization Algorithm5.3 Modi cations to the Fire y Algorithm; 5.4 Selected Numerical Studies of the Fire y Algorithm; 5.5 Developments of the Fire y Algorithm; 5.6 Some Applications of the Fire y Algorithm; 5.7 Summary; 5.8 Reader Exercises; 6 Bacterial Foraging Inspired Algorithm; 6.1 Introduction; 6.2 Description of the Bacterial Foraging Optimization Algorithm; 6.3 Modi cations of the BFO Search Algorithm; 6.4 Selected Numerical Studies of the BFO Search Algorithm; 6.5 Theoretical Developments of the BFO Algorithm
  • 6.6 Some Applications of the Bacterial Foraging Optimization6.7 Summary; 6.8 Problems; 7 Arti cial Bee and Ant Colony Optimization; 7.1 Introduction; 7.2 The Arti cial Bee Colony Algorithm (ABC); 7.3 Modi cations of the Arti cial Bee Colony (ABC) Algorithm; 7.4 Selected Numerical Studies of the Performance of the ABC Algorithm; 7.5 Some Applications of Arti cial Bee Colony Optimization; 7.6 Description of the Ant Colony Optimization Algorithms (ACO); 7.7 Modi cations of the Ant Colony Optimization (ACO) Algorithm; 7.8 Some Applications of Ant Colony Optimization; 7.9 Summary; 7.10 Problems
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{'f': 'http://opac.lib.rpi.edu/record=b4361316'}
Edition
First edition.
Extent
1 online resource.
Form of item
online
Isbn
9780128036662
Media category
computer
Media MARC source
rdamedia
Media type code
c
Specific material designation
remote

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