Cart
Free Shipping in Australia
Proud to be B-Corp

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration Earl Cox (Scianta Intelligence, LLC, Chapel Hill, NC)

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration By Earl Cox (Scianta Intelligence, LLC, Chapel Hill, NC)

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration by Earl Cox (Scianta Intelligence, LLC, Chapel Hill, NC)


Summary

Suitable for analysts, engineers and managers involved in developing data mining models in business and government, this work helps you to understand the trade-offs implicit in various models and model architectures. It provides coverage of fuzzy SQL querying, fuzzy clustering, and fuzzy rule induction.

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration Summary

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration by Earl Cox (Scianta Intelligence, LLC, Chapel Hill, NC)

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration is a handbook for analysts, engineers, and managers involved in developing data mining models in business and government. As you'll discover, fuzzy systems are extraordinarily valuable tools for representing and manipulating all kinds of data, and genetic algorithms and evolutionary programming techniques drawn from biology provide the most effective means for designing and tuning these systems. You don't need a background in fuzzy modeling or genetic algorithms to benefit, for this book provides it, along with detailed instruction in methods that you can immediately put to work in your own projects. The author provides many diverse examples and also an extended example in which evolutionary strategies are used to create a complex scheduling system.

About Earl Cox (Scianta Intelligence, LLC, Chapel Hill, NC)

Earl founded and serves as President of, Scianta Intelligence, a next generation machine intelligence and knowledge exploration company. He is a futurist, author, management consultant, and educator involved in discovering the epistemology of advanced intelligent systems, the redefinition of the machine mind, and, as a pioneer of Internet-based technologies, the way in which evolving inter-connected virtual worlds will affect the sociology of business and culture in the near and far future.Earl has over thirty years experience in managing and participating in the software development process at the system as well as tightly integrated application level. In the area of advanced machine intelligence technologies, Earl is a recognized expert in fuzzy logic, and adaptive fuzzy systems as they are applied to information and decision theory. He has pioneered the integration of fuzzy neural systems with genetic algorithms and case-based reasoning. As an industry observer and futurist, Earl has written and talked extensively on the philosophy of the Response to Change, the nature of Emergent Intelligence, and the Meaning of Information Entropy in Mind and Machine.

Table of Contents

Preface Acknowledgements Introduction PART ONE - CONCEPTS AND ISSUES Chapter 1. Foundations and Ideas Chapter 2. Principal Model Types Chapter 3. Approaches to Model Building PART TWO - FUZZY SYSTEMS Chapter 4. Fundamental Concepts of Fuzzy Logic Chapter 5. Fundamental Concepts of Fuzzy Systems Chapter 6. FuzzySQL and Intelligent Queries Chapter 7. Fuzzy Clustering Chapter 8. Fuzzy Rule Induction PART THREE - EVOLUTIONARY STRATEGIES Chapter 9. Fundamental Concepts of Genetic Algorithms Chapter 10. Genetic Resource Scheduling Optimization Chapter 11. Genetic Tuning of Fuzzy Models

Additional information

CIN0121942759VG
9780121942755
0121942759
Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration by Earl Cox (Scianta Intelligence, LLC, Chapel Hill, NC)
Used - Very Good
Paperback
Elsevier Science & Technology
20050224
540
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration