Foundations in Grammatical Evolution for Dynamic Environments

Foundations in Grammatical Evolution for Dynamic Environments

English | ISBN: 3642003133 | 2009 | 189 Pages | PDF | 4 MB

Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments.
`Foundations in Grammatical Evolution for Dynamic Environments` is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series.
The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. `Foundations in Grammatical Evolution for Dynamic Environments` is the second book dedicated to the topic of Grammatical Evolution.


[Fast Download] Foundations in Grammatical Evolution for Dynamic Environments

Related eBooks:
Economics of a Crowded Planet
ASEAN Economic Community: A Model for Asia-wide Regional Integration?
Consumption, Media and the Global South: Aspiration Contested
Supply Chain Segmentation: Best-in-Class Cases, Practical Insights and Foundations
Internationalization in Vocational Education and Training: Transnational Perspectives
The Everything Guide to Crowdfunding: Learn How To Use Social Media For Small-Business Funding
Mathematics and Methodology for Economics: Applications, Problems and Solutions
Your Strategy Needs a Strategy: How to Choose and Execute the Right Approach
Linear Programming: Mathematics, Theory and Algorithms
Computational Economics
The Great Financial Crisis in Finland and Sweden: The Nordic Experience of Financial Liberalization
Martin Pring on Market Momentum By Martin J. Pring
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.