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Foraging-Inspired Optimisation Algorithms, Anthony Brabazon; Se?n McGarraghy


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Автор: Anthony Brabazon; Se?n McGarraghy
Название:  Foraging-Inspired Optimisation Algorithms
ISBN: 9783030096403
Издательство: Springer
Классификация:



ISBN-10: 3030096408
Обложка/Формат: Soft cover
Страницы: 478
Вес: 0.75 кг.
Дата издания: 2018
Серия: Natural Computing Series
Язык: English
Издание: Softcover reprint of
Иллюстрации: XVIII, 478 p.
Размер: 234 x 156 x 25
Читательская аудитория: General (us: trade)
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book is an introduction to relevant aspects of the foraging literature for algorithmic design, and an overview of key families of optimization algorithms that stem from a foraging metaphor. The authors first offer perspectives on foraging and foraging-inspired algorithms for optimization, they then explain the techniques inspired by the behaviors of vertebrates, invertebrates, and non-neuronal organisms, and they then discuss algorithms based on formal models of foraging, how to evolve a foraging strategy, and likely future developments.No prior knowledge of natural computing is assumed. This book will be of particular interest to graduate students, academics and practitioners in computer science, informatics, data science, management science, and other application domains.
Дополнительное описание: Introduction.- Formal Models of Foraging.- Sensor Modalities.- Individual and Social Learning.- Introduction to Foraging Algorithms.- Mammals.- Bird Foraging Algorithms.- Fish Algorithms.- Ant Foraging Algorithms.- Honeybee Inspired Algorithms.- Biolumine



Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems

Автор: Dao
Название: Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems
ISBN: 3319721127 ISBN-13(EAN): 9783319721125
Издательство: Springer
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Цена: 13974.00 р.
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Описание: In turn, the genetic algorithm, characterised by an innovative algorithm structure, chromosome encoding, crossover and mutation, is capable of searching for optimal/suboptimal solutions to the complex optimisation problem in the VCIM production- scheduling model described.

Optimisation, Econometric and Financial Analysis

Автор: Erricos Kontoghiorghes; Cristian Gatu
Название: Optimisation, Econometric and Financial Analysis
ISBN: 3642071716 ISBN-13(EAN): 9783642071713
Издательство: Springer
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Цена: 23058.00 р.
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Описание: This book addresses issues associated with the interface of computing, optimisation, econometrics and financial modeling, emphasizing computational optimisation methods and techniques.

Foraging-Inspired Optimisation Algorithms

Автор: Anthony Brabazon; Se?n McGarraghy
Название: Foraging-Inspired Optimisation Algorithms
ISBN: 331959155X ISBN-13(EAN): 9783319591551
Издательство: Springer
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Цена: 9781.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book is an introduction to relevant aspects of the foraging literature for algorithmic design, and an overview of key families of optimization algorithms that stem from a foraging metaphor. The authors first offer perspectives on foraging and foraging-inspired algorithms for optimization, they then explain the techniques inspired by the behaviors of vertebrates, invertebrates, and non-neuronal organisms, and they then discuss algorithms based on formal models of foraging, how to evolve a foraging strategy, and likely future developments.No prior knowledge of natural computing is assumed. This book will be of particular interest to graduate students, academics and practitioners in computer science, informatics, data science, management science, and other application domains.

Nature-Inspired Algorithms for Optimisation

Автор: Raymond Chiong
Название: Nature-Inspired Algorithms for Optimisation
ISBN: 3642101305 ISBN-13(EAN): 9783642101304
Издательство: Springer
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Цена: 36570.00 р.
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Описание: Nature-inspired algorithms have become popular because many real-world optimization problems have become increasingly large, complex and dynamic. This book covers the latest algorithms and important studies for tackling various kinds of optimization problems.

Optimisation Algorithms for Hand Posture Estimation

Автор: Shahrzad Saremi; Seyedali Mirjalili
Название: Optimisation Algorithms for Hand Posture Estimation
ISBN: 9811397562 ISBN-13(EAN): 9789811397561
Издательство: Springer
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Цена: 11878.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book reviews the literature on hand posture estimation using generative methods, identifying the current gaps, such as sensitivity to hand shapes, sensitivity to a good initial posture, difficult hand posture recovery in cases of loss in tracking, and lack of addressing multiple objectives to maximize accuracy and minimize computational cost. To fill these gaps, it proposes a new 3D hand model that combines the best features of the current 3D hand models in the literature. It also discusses the development of a hand shape optimization technique. To find the global optimum for the single-objective problem formulated, it improves and applies particle swarm optimization (PSO), one of the most highly regarded optimization algorithms and one that is used successfully in both science and industry. After formulating the problem, multi-objective particle swarm optimization (MOPSO) is employed to estimate the Pareto optimal front as the solution for this bi-objective problem. The book also demonstrates the effectiveness of the improved PSO in hand posture recovery in cases of tracking loss. Lastly, the book examines the formulation of hand posture estimation as a bi-objective problem for the first time.

The case studies included feature 50 hand postures extracted from five standard datasets, and were used to benchmark the proposed 3D hand model, hand shape optimization, and hand posture recovery.
Biologically-Inspired Optimisation Methods

Автор: Andrew Lewis; Sanaz Mostaghim; Marcus Randall
Название: Biologically-Inspired Optimisation Methods
ISBN: 3642101771 ISBN-13(EAN): 9783642101779
Издательство: Springer
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Цена: 26120.00 р.
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Описание: This book covers the latest theories, applications and techniques in Biologically-Inspired Optimisation Methods. Many chapters derive from studies presented at workshops and international conferences on e-Science, Grid Computing and Evolutionary computation.

Biologically-Inspired Optimisation Methods

Автор: Andrew Lewis; Sanaz Mostaghim; Marcus Randall
Название: Biologically-Inspired Optimisation Methods
ISBN: 3642012612 ISBN-13(EAN): 9783642012617
Издательство: Springer
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Цена: 26122.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book covers the latest theories, applications and techniques in Biologically-Inspired Optimisation Methods. Many chapters derive from studies presented at workshops and international conferences on e-Science, Grid Computing and Evolutionary computation.

Supply Chain Optimisation

Автор: Alexandre Dolgui; Jerzy Soldek; Oleg Zaikin
Название: Supply Chain Optimisation
ISBN: 1461498546 ISBN-13(EAN): 9781461498544
Издательство: Springer
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Цена: 23058.00 р.
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Описание: It presents new approaches and methods based on operations research, artificial intelligence and advanced computing techniques for design of production systems, supply and inventory management, production planning and scheduling, location, transportation and logistics, and simulation in supply flow optimisation.

Projection Methods in Constrained Optimisation and Applications to Optimal Policy Decisions

Автор: Berc Rustem
Название: Projection Methods in Constrained Optimisation and Applications to Optimal Policy Decisions
ISBN: 3540106464 ISBN-13(EAN): 9783540106463
Издательство: Springer
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Цена: 12157.00 р.
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Particle Swarm Optimisation: Classical and Quantum Perspectives

Автор: Jun Sun, Choi-Hong Lai, Xiao-Jun Wu
Название: Particle Swarm Optimisation: Classical and Quantum Perspectives
ISBN: 1439835764 ISBN-13(EAN): 9781439835760
Издательство: Taylor&Francis
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Цена: 27562.00 р.
Наличие на складе: Поставка под заказ.

Описание: Helping readers numerically solve optimization problems, this book focuses on the fundamental principles and applications of PSO and QPSO algorithms. The authors develop their novel QPSO algorithm, a PSO variant motivated from quantum mechanics, and show how to implement it in real-world applications, including inverse problems, digital filter d

Modelling and Optimisation of Laser Assisted Oxygen (LASOX) Cutting: A Soft Computing Based Approach

Автор: Sudipto Chaki; Sujit Ghosal
Название: Modelling and Optimisation of Laser Assisted Oxygen (LASOX) Cutting: A Soft Computing Based Approach
ISBN: 3030049027 ISBN-13(EAN): 9783030049027
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This book presents the basics of the Laser Assisted Oxygen (LASOX) cutting process, its development, advantages and shortcomings, together with detailed information on the research work carried out to date regarding the modelling and optimization of the process. It introduces two integrated soft computing-based models consisting of Artificial Neural Networks (ANN-GA and ANN SA) for the modelling and optimization of LASOX cutting. It also includes an in-depth discussion on the basic working algorithms of soft computing tools such as Artificial Neural Networks, Genetic Algorithms, Simulated Annealing etc. The book not only provides an approach to optimizing LASOX by means of soft computing-based integrated models, but also illustrates the practical implementation of the proposed models.

Advanced Multiresponse Process Optimisation

Автор: Tatjana V. ?ibalija; Vidosav D. Majstorovi?
Название: Advanced Multiresponse Process Optimisation
ISBN: 331919254X ISBN-13(EAN): 9783319192543
Издательство: Springer
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Цена: 16979.00 р.
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Описание: In contrast to traditional approaches, the idea of this method is to provide a unique model for the optimization of various processes, without imposition of assumptions relating to the type of process, the type and number of process parameters and responses, or interdependences among them.


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