Complex Adaptive Systems
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Learning and Soft Computing
Support Vector Machines, Neural Networks, and Fuzzy Logic Models
ISBN: 9780262527903
Publisher: The MIT Press
Pub Date: June 8, 2001
This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures,...
Truth from Trash
How Learning Makes Sense
ISBN: 9780262700870
Publisher: The MIT Press
Pub Date: January 25, 2002
Chris Thornton makes the compelling claim that learning is not a passive discovery operation but an active process involving creativity on the part of the learner.
An Introduction to Genetic Algorithms
ISBN: 9780262631853
Publisher: The MIT Press
Pub Date: March 2, 1998
Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible...
Adaptation in Natural and Artificial Systems
An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence
ISBN: 9780262581110
Publisher: The MIT Press
Pub Date: April 29, 1992
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...
An Introduction to Natural Computation
ISBN: 9780262522588
Publisher: The MIT Press
Pub Date: January 22, 1999
This book provides a comprehensive introduction to the computational material that forms the underpinnings of the currently evolving set of brain models.
Elements of Artificial Neural Networks
ISBN: 9780262133289
Publisher: The MIT Press
Pub Date: October 11, 1996
Elements of Artificial Neural Networks provides a clearly organized general introduction, focusing on a broad range of algorithms, for students and others who want to use neural networks rather than...
Intelligent Behavior in Animals and Robots
ISBN: 9780262515436
Publisher: The MIT Press
Pub Date: January 1, 2003
This exciting study explores the novel insight, based on well-established ethological principles, that animals, humans, and autonomous robots can all be analyzed as multi-task autonomous control systems.
An Introduction to Fuzzy Sets
Analysis and Design
ISBN: 9780262161718
Publisher: The MIT Press
Pub Date: April 15, 1998
The concept of fuzzy sets is one of the most fundamental and influential tools in computational intelligence. Fuzzy sets can provide solutions to a broad range of problems of control, pattern classification,...
Growing Artificial Societies
Social Science from the Bottom Up
ISBN: 9780262550253
Publisher: The MIT Press
Pub Date: October 11, 1996
How do social structures and group behaviors arise from the interaction of individuals? Growing Artificial Societies approaches this question with cutting-edge computer simulation techniques. Fundamental...
Learning and Soft Computing
Support Vector Machines, Neural Networks, and Fuzzy Logic Models
ISBN: 9780262527903
Publisher: The MIT Press
Pub Date: June 8, 2001
This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures,...
Truth from Trash
How Learning Makes Sense
ISBN: 9780262700870
Publisher: The MIT Press
Pub Date: January 25, 2002
Chris Thornton makes the compelling claim that learning is not a passive discovery operation but an active process involving creativity on the part of the learner.
An Introduction to Genetic Algorithms
ISBN: 9780262631853
Publisher: The MIT Press
Pub Date: March 2, 1998
Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible...
Adaptation in Natural and Artificial Systems
An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence
ISBN: 9780262581110
Publisher: The MIT Press
Pub Date: April 29, 1992
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...
An Introduction to Natural Computation
ISBN: 9780262522588
Publisher: The MIT Press
Pub Date: January 22, 1999
This book provides a comprehensive introduction to the computational material that forms the underpinnings of the currently evolving set of brain models.
Elements of Artificial Neural Networks
ISBN: 9780262133289
Publisher: The MIT Press
Pub Date: October 11, 1996
Elements of Artificial Neural Networks provides a clearly organized general introduction, focusing on a broad range of algorithms, for students and others who want to use neural networks rather than...
Intelligent Behavior in Animals and Robots
ISBN: 9780262515436
Publisher: The MIT Press
Pub Date: January 1, 2003
This exciting study explores the novel insight, based on well-established ethological principles, that animals, humans, and autonomous robots can all be analyzed as multi-task autonomous control systems.
An Introduction to Fuzzy Sets
Analysis and Design
ISBN: 9780262161718
Publisher: The MIT Press
Pub Date: April 15, 1998
The concept of fuzzy sets is one of the most fundamental and influential tools in computational intelligence. Fuzzy sets can provide solutions to a broad range of problems of control, pattern classification,...
Growing Artificial Societies
Social Science from the Bottom Up
ISBN: 9780262550253
Publisher: The MIT Press
Pub Date: October 11, 1996
How do social structures and group behaviors arise from the interaction of individuals? Growing Artificial Societies approaches this question with cutting-edge computer simulation techniques. Fundamental...