Naturally Intelligent Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Naturally Intelligent Systems write by Maureen Caudill. This book was released on 1990. Naturally Intelligent Systems available in PDF, EPUB and Kindle. Naturally Intelligent Systems offers a comprehensive introduction to neural networks.
Naturally Intelligent Systems
Naturally Intelligent Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Naturally Intelligent Systems write by Maureen Caudill. This book was released on 1992. Naturally Intelligent Systems available in PDF, EPUB and Kindle.
Naturally Intelligent Systems
Naturally Intelligent Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Naturally Intelligent Systems write by Butler. This book was released on 1989. Naturally Intelligent Systems available in PDF, EPUB and Kindle.
Adaptation in Natural and Artificial Systems
Adaptation in Natural and Artificial Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Adaptation in Natural and Artificial Systems write by John H. Holland. This book was released on 1992-04-29. Adaptation in Natural and Artificial Systems available in PDF, EPUB and Kindle. 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.
Understanding Intelligence
Understanding Intelligence - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Understanding Intelligence write by Rolf Pfeifer. This book was released on 2001-07-27. Understanding Intelligence available in PDF, EPUB and Kindle. 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.
