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Author: Maureen Caudill
Publisher: MIT Press
ISBN: 9780262531139
Category : Computers
Languages : en
Pages : 324
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Book Description
Naturally Intelligent Systems offers a comprehensive introduction to neural networks.
Author: Maureen Caudill
Publisher: MIT Press
ISBN: 9780262531139
Category : Computers
Languages : en
Pages : 324
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Book Description
Naturally Intelligent Systems offers a comprehensive introduction to neural networks.
Author: John H. Holland
Publisher: MIT Press
ISBN: 9780262581110
Category : Psychology
Languages : en
Pages : 236
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Book Description
Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model's universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements.
Author: Maureen Caudill
Publisher:
ISBN:
Category : Computational intelligence
Languages : en
Pages : 304
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Book Description
Author: Rolf Pfeifer
Publisher: MIT Press
ISBN: 9780262250795
Category : Computers
Languages : en
Pages : 724
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Book Description
The book includes all the background material required to understand the principles underlying intelligence, as well as enough detailed information on intelligent robotics and simulated agents so readers can begin experiments and projects on their own. By the mid-1980s researchers from artificial intelligence, computer science, brain and cognitive science, and psychology realized that the idea of computers as intelligent machines was inappropriate. The brain does not run "programs"; it does something entirely different. But what? Evolutionary theory says that the brain has evolved not to do mathematical proofs but to control our behavior, to ensure our survival. Researchers now agree that intelligence always manifests itself in behavior—thus it is behavior that we must understand. An exciting new field has grown around the study of behavior-based intelligence, also known as embodied cognitive science, "new AI," and "behavior-based AI." This book provides a systematic introduction to this new way of thinking. After discussing concepts and approaches such as subsumption architecture, Braitenberg vehicles, evolutionary robotics, artificial life, self-organization, and learning, the authors derive a set of principles and a coherent framework for the study of naturally and artificially intelligent systems, or autonomous agents. This framework is based on a synthetic methodology whose goal is understanding by designing and building. The book includes all the background material required to understand the principles underlying intelligence, as well as enough detailed information on intelligent robotics and simulated agents so readers can begin experiments and projects on their own. The reader is guided through a series of case studies that illustrate the design principles of embodied cognitive science.
Author: Vladimir M. Koleshko
Publisher: BoD – Books on Demand
ISBN: 9535100548
Category : Computers
Languages : en
Pages : 382
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Book Description
This book is dedicated to intelligent systems of broad-spectrum application, such as personal and social biosafety or use of intelligent sensory micro-nanosystems such as "e-nose", "e-tongue" and "e-eye". In addition to that, effective acquiring information, knowledge management and improved knowledge transfer in any media, as well as modeling its information content using meta-and hyper heuristics and semantic reasoning all benefit from the systems covered in this book. Intelligent systems can also be applied in education and generating the intelligent distributed eLearning architecture, as well as in a large number of technical fields, such as industrial design, manufacturing and utilization, e.g., in precision agriculture, cartography, electric power distribution systems, intelligent building management systems, drilling operations etc. Furthermore, decision making using fuzzy logic models, computational recognition of comprehension uncertainty and the joint synthesis of goals and means of intelligent behavior biosystems, as well as diagnostic and human support in the healthcare environment have also been made easier.
Author: Michael Wigginton
Publisher: Routledge
ISBN: 1136394850
Category : Architecture
Languages : en
Pages : 188
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Book Description
Looking to the future, Intelligent Skins sets out the principles for the design of the intelligent building envelope. It highlights an exciting new approach to the area, where the fabric of the building responds to external changes and internal demands. The prime objective is to control internal environments through a responsive building fabric rather than by energy consuming building services systems. The authors examine the potential for integral intelligence within the fabric of the building and explore the evolution of information technology and smart materials which have allowed a whole new category of design principles to be created.
Author: Wang, Yingxu
Publisher: IGI Global
ISBN: 1605669032
Category : Education
Languages : en
Pages : 605
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Book Description
Cognitive informatics is a multidisciplinary field that acts as the bridge between natural science and information science. Specifically, it investigates the potential applications of information processing and natural intelligence to science and engineering disciplines. This collection, entitled Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence, provides emerging research topics in cognitive informatics research with a focus on such topics as reducing cognitive overload, real-time process algebra, and neural networks for iris recognition, emotion recognition in speech, and the classification of musical chords.
Author: Fouad Sabry
Publisher: One Billion Knowledgeable
ISBN:
Category : Computers
Languages : en
Pages : 101
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Book Description
What Is Hybrid Intelligent System A hybrid intelligent system is a software system that uses, in parallel, a combination of methods and techniques from various subfields in artificial intelligence. Some examples of these methods and techniques include:Neuro-symbolic systemsNeuro-fuzzy systemsModels that are hybrids of connectionist and symbolic logicExpert systems that are fuzzyConnectionist expert systemsNetworks of neurons that have evolved over timeSystems based on genetic fuzzy logicHybridization of rough and fuzzyLearning through reinforcement, using fuzzy, neural, or evolutionary approaches, in addition to symbolic reasoning approaches. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Hybrid Intelligent System Chapter 2: List of artificial intelligence projects Chapter 3: Cognitive Science Chapter 4: Connectionism Chapter 5: Symbolic Artificial Intelligence Chapter 6: Intelligent Control Chapter 7: Computational Intelligence Chapter 8: Cognitive Architecture Chapter 9: Computational Cognition Chapter 10: Connectionist Expert System (II) Answering the public top questions about hybrid intelligent system. (III) Real world examples for the usage of hybrid intelligent system in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of hybrid intelligent system' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of hybrid intelligent system.
Author: Ingo Swann
Publisher: Swann-Ryder Productions, LLC
ISBN: 1949214818
Category : Body, Mind & Spirit
Languages : en
Pages : 266
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Book Description
THE REALITY OF INNATE HUMAN WISDOM-MAKING In this sensitive work, Ingo Swann once more opens up the continuing story of the fuller extent of human consciousness, which, by many accounts, is amazing and intriguing. These accounts are found in all cultures ranging from ancient to contemporary, and the sum of them more than suggests that humans plus their innate consciousness are designed for a much richer and astonishing existence than what most societal programs encourage or permit. The nexus, or connected group, of the discussions in this book turns on only two interactive questions: Is human consciousness designed for self-destruction? OR Is it designed to continuously sustain its own pro-survival into futurity? There are many categories within human consciousness that work to sustain pro-survival. But all of them can be affiliated with one central heading: WISDOM, without which our species could not have survived anything, even itself.
Author: J.H. Fetzer
Publisher: Springer Science & Business Media
ISBN: 940091900X
Category : Computers
Languages : en
Pages : 390
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Book Description
This series will include monographs and collections of studies devoted to the investigation and exploration of knowledge, information, and data processing systems of all kinds, no matter whether human, (other) animal, or machine. Its scope is intended to span the full range of interests from classical problems in the philosophy of mind and philosophical psycholo gy through issues in cognitive psychology and sociobiology (concerning the mental capabilities of other species) to ideas related to artificial in telligence and to computer science. While primary emphasis will be placed upon theoretical, conceptual, and epistemological aspects of these prob lems and domains, empirical, experimental, and methodological studies will also appear from time to time. The perspective that prevails in artificial intelligence today suggests that the theory of computability defines the boundaries of the nature of thought, precisely because all thinking is computational. This paradigm draws its inspiration from the symbol-system hypothesis of Newell and Simon and finds its culmination in the computational conception of lan guage and mentality. The "standard conception" represented by these views is subjected to a thorough and sustained critique in the pages of this book. Employing a distinction between systems for which signs are signif icant for the users of a system and others for which signs are significant for use by a system, I have sought to define the boundaries of what AI, in principle, may be expected to achieve.
