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Chemical Optimization Algorithm for Fuzzy Controller Design, Leslie Astudillo; Patricia Melin; Oscar Castillo


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Автор: Leslie Astudillo; Patricia Melin; Oscar Castillo
Название:  Chemical Optimization Algorithm for Fuzzy Controller Design
ISBN: 9783319052441
Издательство: Springer
Классификация:





ISBN-10: 3319052446
Обложка/Формат: Soft cover
Страницы: 77
Вес: 0.15 кг.
Дата издания: 26.03.2014
Серия: Springerbriefs in applied sciences and technology/ springerbriefs in computational intelligence
Язык: English
Издание: 2014 ed.
Иллюстрации: 32 illustrations, black and white; viii, 77 p. 32 illus.
Размер: 234 x 156 x 5
Читательская аудитория: Professional & vocational
Основная тема: Computational Intelligence
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:

Introduction.-

Theory and Background.-

Chemical Definitions.-

The Proposed Chemical Reaction Algorithm.-

Application Problems.-

Simulation Results.-

Conclusions.




AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing

Автор: Ricardo Louren?o; Nuno Louren?o; Nuno Horta
Название: AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing
ISBN: 3319159542 ISBN-13(EAN): 9783319159546
Издательство: Springer
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Цена: 9141.00 р.
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Описание: The proposed solution implements three approaches to multi-objective multi-constraint optimization, namely, an evolutionary approach with NSGAII, a swarm intelligence approach with MOPSO and stochastic hill climbing approach with MOSA.

Emerging Research On Swarm Intelligence And Algorithm Optimization

Автор: Shi
Название: Emerging Research On Swarm Intelligence And Algorithm Optimization
ISBN: 1466663286 ISBN-13(EAN): 9781466663282
Издательство: Mare Nostrum (Eurospan)
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Цена: 32848.00 р.
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Описание: Throughout time, scientists have looked to nature in order to understand and model solutions for complex real-world problems. In particular, the study of self-organizing entities, such as social insect populations, presents a new opportunity within the field of artificial intelligence.>Emerging Research on Swarm Intelligence and Algorithm Optimization discusses current research analyzing how the collective behavior of decentralized systems in the natural world can be applied to intelligent system design. Discussing the application of swarm principles, optimization techniques, and key algorithms being used in the field, this publication serves as an essential reference for academicians, upper-level students, IT developers, and IT theorists.

Distributed Embedded Controller Development with Petri Nets

Автор: Filipe de Carvalho Moutinho; Lu?s Filipe Santos Go
Название: Distributed Embedded Controller Development with Petri Nets
ISBN: 3319208217 ISBN-13(EAN): 9783319208213
Издательство: Springer
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Цена: 9141.00 р.
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Описание:

Introduction.- Related work.- Development of distributed embedded controllers.- Application Example.- Conclusions and future work.

Handbook of pi and pid controller tuning rules

Автор: O`dwyer, Aidan
Название: Handbook of pi and pid controller tuning rules
ISBN: 1848162421 ISBN-13(EAN): 9781848162426
Издательство: World Scientific Publishing
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Цена: 31680.00 р.
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Описание: The vast majority of automatic controllers used to compensate industrial processes are PI or PID type. This book covers the tuning rules for these controllers proposed from 1935 to 2008. It discusses controller architecture and process modeling issues, as well as the performance and robustness of loops compensated with PI or PID controllers.

PID Controller Tuning Using the Magnitude Optimum Criterion

Автор: Konstantinos G. Papadopoulos
Название: PID Controller Tuning Using the Magnitude Optimum Criterion
ISBN: 3319072625 ISBN-13(EAN): 9783319072623
Издательство: Springer
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Цена: 19591.00 р.
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Описание: An instructive reference that will help control researchers and engineers, interested in a variety of industrial processes, to take advantage of a powerful tuning method for the ever-popular PID control paradigm.This monograph presents explicit PID tuning rules for linear control loops regardless of process complexity.

Algorithm & soc design for automotive vision systems

Название: Algorithm & soc design for automotive vision systems
ISBN: 9401790744 ISBN-13(EAN): 9789401790741
Издательство: Springer
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Цена: 18284.00 р.
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Описание: Algorithm & SoC design for automotive vision systems

Digital Controller Implementation and Fragility

Автор: Robert Istepanian; James F. Whidborne
Название: Digital Controller Implementation and Fragility
ISBN: 144711082X ISBN-13(EAN): 9781447110828
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Written by leading researchers, this book collects a number of articles considering the problems of finite-precision computing in digital controllers and filters. Topics range from analysis of fragility and finite-precision effects to the design of low-complexity digital controllers.

New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks

Автор: Gaxiola
Название: New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks
ISBN: 3319340867 ISBN-13(EAN): 9783319340869
Издательство: Springer
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Цена: 8489.00 р.
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Описание:

In this book a neural network learning method with type-2 fuzzy weight adjustment is proposed. The mathematical analysis of the proposed learning method architecture and the adaptation of type-2 fuzzy weights are presented. The proposed method is based on research of recent methods that handle weight adaptation and especially fuzzy weights.
The internal operation of the neuron is changed to work with two internal calculations for the activation function to obtain two results as outputs of the proposed method. Simulation results and a comparative study among monolithic neural networks, neural network with type-1 fuzzy weights and neural network with type-2 fuzzy weights are presented to illustrate the advantages of the proposed method.
The proposed approach is based on recent methods that handle adaptation of weights using fuzzy logic of type-1 and type-2. The proposed approach is applied to a cases of prediction for the Mackey-Glass (for ?=17) and Dow-Jones time series, and recognition of person with iris biometric measure. In some experiments, noise was applied in different levels to the test data of the Mackey-Glass time series for showing that the type-2 fuzzy backpropagation approach obtains better behavior and tolerance to noise than the other methods.
The optimization algorithms that were used are the genetic algorithm and the particle swarm optimization algorithm and the purpose of applying these methods was to find the optimal type-2 fuzzy inference systems for the neural network with type-2 fuzzy weights that permit to obtain the lowest prediction error.
Self-Organizing Migrating Algorithm

Автор: Donald Davendra; Ivan Zelinka
Название: Self-Organizing Migrating Algorithm
ISBN: 3319281593 ISBN-13(EAN): 9783319281599
Издательство: Springer
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Цена: 19591.00 р.
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Описание: This book brings together the current stateof-the-art research in Self Organizing Migrating Algorithm (SOMA) as a novelpopulation-based evolutionary algorithm, modeled on the predator-preyrelationship, by its leading practitioners.


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