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Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities, Gerardo Beruvides


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Автор: Gerardo Beruvides
Название:  Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities
ISBN: 9783030039486
Издательство: Springer
Классификация:





ISBN-10: 303003948X
Обложка/Формат: Hardcover
Страницы: 195
Вес: 0.51 кг.
Дата издания: 2019
Серия: Springer Theses
Язык: English
Издание: 1st ed. 2019
Иллюстрации: XXIX, 195 p.
Размер: 234 x 156 x 14
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Подзаголовок: Case Studies in Micromachining Processes
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book introduces three key issues: (i) development of a gradient-free method to enable multi-objective self-optimization; (ii) development of a reinforcement learning strategy to carry out self-learning and finally, (iii) experimental evaluation and validation in two micromachining processes (i.e., micro-milling and micro-drilling). The computational architecture (modular, network and reconfigurable for real-time monitoring and control) takes into account the analysis of different types of sensors, processing strategies and methodologies for extracting behavior patterns from representative process’ signals. The reconfiguration capability and portability of this architecture are supported by two major levels: the cognitive level (core) and the executive level (direct data exchange with the process). At the same time, the architecture includes different operating modes that interact with the process to be monitored and/or controlled. The cognitive level includes three fundamental modes such as modeling, optimization and learning, which are necessary for decision-making (in the form of control signals) and for the real-time experimental characterization of complex processes. In the specific case of the micromachining processes, a series of models based on linear regression, nonlinear regression and artificial intelligence techniques were obtained. On the other hand, the executive level has a constant interaction with the process to be monitored and/or controlled. This level receives the configuration and parameterization from the cognitive level to perform the desired monitoring and control tasks.
Дополнительное описание: Introduction.- Modeling Techniques for Micromachining Processes.- Cross Entropy Multi-Objectve Optimization Algorithm.- Artificial Cognitive Architecture Design and Implementation.



Emerging Trends and Applications in Cognitive Computing

Автор: MALLICK & BORAH
Название: Emerging Trends and Applications in Cognitive Computing
ISBN: 1522557938 ISBN-13(EAN): 9781522557937
Издательство: Mare Nostrum (Eurospan)
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Цена: 26961.00 р.
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Описание: Though an individual can process a limitless amount of information, the human brain can only comprehend a small amount of data at a time. Using technology can improve the process and comprehension of information, but the technology must learn to behave more like a human brain to employ concepts like memory, learning, visualization ability, and decision making.Emerging Trends and Applications in Cognitive Computing is a fundamental scholarly source that provides empirical studies and theoretical analysis to show how learning methods can solve important application problems throughout various industries and explain how machine learning research is conducted. Including innovative research on topics such as deep neural networks, cyber-physical systems, and pattern recognition, this collection of research will benefit individuals such as IT professionals, academicians, students, researchers, and managers.

Gas allocation optimization methods in artificial gas lift

Автор: Khamehchi, Ehsan Mahdiani, Mohammad Reza
Название: Gas allocation optimization methods in artificial gas lift
ISBN: 3319514504 ISBN-13(EAN): 9783319514505
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This Brief offers a comprehensive study covering the different aspects of gas allocation optimization in petroleum engineering. It contains different methods of defining the fitness function, dealing with constraints and selecting the optimizer; This book will be of use for production engineers and students interested in gas lift optimization.

AI for Data Science: Artificial Intelligence Frameworks and Functionality for Deep Learning, Optimization, and Beyond

Автор: Zacharias Voulgaris, Yunus Bulut
Название: AI for Data Science: Artificial Intelligence Frameworks and Functionality for Deep Learning, Optimization, and Beyond
ISBN: 1634624092 ISBN-13(EAN): 9781634624091
Издательство: Gazelle Book Services
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Цена: 12224.00 р.
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Описание: Master the approaches and principles of Artificial Intelligence (AI) algorithms, and apply them to Data Science projects with Python and Julia code.

Impact of Industry 4.0 on Architecture and Cultural Heritage

Автор: Cecilia Maria Bolognesi, Cettina Santagati
Название: Impact of Industry 4.0 on Architecture and Cultural Heritage
ISBN: 1799812359 ISBN-13(EAN): 9781799812357
Издательство: Mare Nostrum (Eurospan)
Цена: 24948.00 р.
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Описание: In the modern age of the 4th Industrial Revolution, advancements in communication and connectivity are transforming the professional world as new technologies are being embedded into society. These innovations have triggered the development of a digitally driven world where adaptation is necessary. This is no different in the architectural field, where the changing paradigm has opened new methods and advancements that have yet to be researched. Impact of Industry 4.0 on Architecture and Cultural Heritage is a pivotal reference source that provides vital research on the application of new technological tools, such as digital modeling, within architectural design, and improves the understanding of the strategic role of Industry 4.0 as a tool to empower the role of architecture and cultural heritage in society. Moreover, the book provides insights and support concerned with advances in communication and connectivity among digital environments in different types of research and industry communities. While highlighting topics such as semantic processing, crowdsourcing, and interactive environments, this publication is ideally designed for architects, engineers, construction professionals, cultural researchers, academicians, and students.

Function/Architecture Optimization and Co-Design of Embedded Systems

Автор: Bassam Tabbara; Abdallah Tabbara; Alberto L. Sangi
Название: Function/Architecture Optimization and Co-Design of Embedded Systems
ISBN: 1461369592 ISBN-13(EAN): 9781461369592
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Function Architecture Co-Design is a new paradigm for the design and implementation of embedded systems.

Artificial intelligence: a very short introduction

Автор: Boden, Margaret A. (research Professor Of Cognitive Science, University Of Sussex)
Название: Artificial intelligence: a very short introduction
ISBN: 0199602913 ISBN-13(EAN): 9780199602919
Издательство: Oxford Academ
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Цена: 1582.00 р.
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Описание: This concise guide explains the history, theory, potential, application, and limitations of Artificial Intelligence. Boden shows how research into AI has shed light on the working of human and animal minds, and she considers the philosophical challenges AI raises: could programs ever be really intelligent, creative or even conscious?

Methods of Argumentation

Автор: Walton
Название: Methods of Argumentation
ISBN: 1107677335 ISBN-13(EAN): 9781107677333
Издательство: Cambridge Academ
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Цена: 4435.00 р.
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Описание: This book, written by a leading expert, and based on the latest research, shows how to apply methods of argumentation to a range of interesting examples. Written in a nontechnical style, the book explains what you most need to know by applying the methods to many real examples of arguments found in everyday conversational exchanges and legal argumentation.

Methods of Argumentation

Автор: Walton
Название: Methods of Argumentation
ISBN: 1107039304 ISBN-13(EAN): 9781107039308
Издательство: Cambridge Academ
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Цена: 12195.00 р.
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Описание: This book, written by a leading expert, and based on the latest research, shows how to apply methods of argumentation to a range of interesting examples. Written in a nontechnical style, the book explains what you most need to know by applying the methods to many real examples of arguments found in everyday conversational exchanges and legal argumentation.

Multi-Objective Optimization using Artificial Intelligence Techniques

Автор: Seyedali Mirjalili; Jin Song Dong
Название: Multi-Objective Optimization using Artificial Intelligence Techniques
ISBN: 3030248348 ISBN-13(EAN): 9783030248345
Издательство: Springer
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Цена: 8384.00 р.
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Описание: This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it provides preliminaries and essential definitions in multi-objective problems and different paradigms to solve them. It then presents an in-depth explanations of the theory, literature review, and applications of several widely-used algorithms, such as Multi-objective Particle Swarm Optimizer, Multi-Objective Genetic Algorithm and Multi-objective GreyWolf Optimizer Due to the simplicity of the techniques and flexibility, readers from any field of study can employ them for solving multi-objective optimization problem. The book provides the source codes for all the proposed algorithms on a dedicated webpage.


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