Applying Computational Intelligence: How to Create Value

Author:   Arthur Kordon
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2010 ed.
ISBN:  

9783642424267


Pages:   459
Publication Date:   26 November 2014
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Applying Computational Intelligence: How to Create Value


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Full Product Details

Author:   Arthur Kordon
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2010 ed.
Dimensions:   Width: 15.50cm , Height: 2.50cm , Length: 23.50cm
Weight:   0.735kg
ISBN:  

9783642424267


ISBN 10:   3642424260
Pages:   459
Publication Date:   26 November 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Computational Intelligence in a Nutshell.- Artificial vs. Computational Intelligence.- A Roadmap Through the Computational Intelligence Maze.- Let's Get Fuzzy.- Machine Learning: The Ghost in the Learning Machine.- Evolutionary Computation: The Profitable Gene.- Swarm Intelligence: The Benefits of Swarms.- Intelligent Agents: The Computer Intelligence Agency (CIA).- Computational Intelligence Creates Value.- Why We Need Intelligent Solutions.- Competitive Advantages of Computational Intelligence.- Issues in Applying Computational Intelligence.- Computational Intelligence Application Strategy.- Integrate and Conquer.- How to Apply Computational Intelligence.- Computational Intelligence Marketing.- Industrial Applications of Computational Intelligence.- The Future of Computational Intelligence.- Future Directions of Applied Computational Intelligence.

Reviews

This bookdemonstrates profound understandingregarding the problems and issuesassociated with technology transfer bybridging two complex worlds: the world of advanced theory of computational intelligence, soft computing, and cybernetics and the world of engineering methodologies, practices, and industrial applications. Dimitar Filev, Ford Research & Advanced Engineering, Dearborn, Michigan, USA Kordon comprehensively analyses how to apply computational intelligence to give real return on investment. He devotes complete chapters to comparing CI to traditional approaches and to discussing in what sense CI has a 'competitive advantage'. ... This book is particularly designed for non-expert readers interested in computational intelligence and its applications. Moreover, parts II and III are essential for academic readers without industrial experience. These parts bring together a novel, broad, and useful perspective on the marketing of CI. This will certainly help researchers to design successful strategies to develop and deploy industrial applications, as well as improving presentations to both academic and industrial audiences. ... [The book] represents a great contribution that shows us alternative ways of transferring computational intelligence from the realm of exciting research ideas into a highly competitive generator of intelligent and valuable solutions to real-world problems. (G. Leguizamon, Genetic Programming and Evolvable Machines (2011) 12:85 86) [The author] has enjoyed significant success as an industry leader in computational intelligence and with this book he has fulfilled a long-standing need for a pragmatic treatment of the field. From checklists and prescriptions for application development to advice for overcoming cultural barriers and gaining management buy-in, Applying Computational Intelligence effectively addresses the value creation challenge posed in its subtitle. (Tariq Samad, Honeywell Automation and Control Solutions)


Author Information

Arthur K. Kordon is a Data Mining and Modeling Leader in the Data Mining and Modeling Capability of The Dow Chemical Company. He is an internationally recognized expert in applying emerging technologies in industry, and has given talks and chaired panels on the topic at the major computational intelligence conferences such as WCCI and GECCO. He has successfully introduced several novel technologies for improved manufacturing and new product design in the chemical industry, and his research interests include application issues of computational intelligence, robust empirical modeling, intelligent process monitoring and control, and data mining.

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