Industrial Applications of Evolutionary Algorithms

Industrial Applications of Evolutionary Algorithms

2012 | 130 Pages | ISBN: 3642274668 | PDF | 4 MB

"Industrial applications of evolutionary algorithms" is intended as a resource for both experienced users of evolutionary algorithms and researchers that are beginning to approach these fascinating optimization techniques.Experienced users will find interesting details of real-world problems, advice on solving issues related to fitness computation or modeling, and suggestions on how to set the appropriate parameters to reach optimal solutions.Beginners will find a thorough introduction to evolutionary computation, and a complete presentation of several classes of evolutionary algorithms exploited to solve different problems. Inside, scholars will find useful examples on how to fill the gap between purely theoretical examples and industrial problems.The collection of case studies presented is also extremely appealing for anyone interested in Evolutionary Computation, but without direct access to extensive technical literature on the subject.After the introduction, each chapter in the book presents a test case, and is organized so that it can be read independently from the rest: all the information needed to understand the problem and the approach is reported in each part. Chapters are grouped by three themes of particular interest for real-world applications, namely prototype-based validation, reliability and test generation.The authors hope that this volume will help to expose the flexibility and efficiency of evolutionary techniques, encouraging more companies to adopt them; and that, most of all, you will enjoy your reading.

Download:

http://longfiles.com/dul4jhfrb04n/Industrial_Applications_of_Evolutionary_Algorithms.pdf.html

[Fast Download] Industrial Applications of Evolutionary Algorithms


Related eBooks:
Topics in Rough Set Theory: Current Applications to Granular Computing
Hands-On Cybersecurity with Blockchain
Microsoft Dynamics 365 Business Central Cookbook
Webtopia: The world wide wreck of tech and how to make the net work
Delivering Business Value From It Projects (Financial Times Itb)
Concurrent Programming in ML
Artificial Intelligence
Google on the Go: Using an Android-Powered Mobile Phone
Behavior Computing: Modeling, Analysis, Mining and Decision
Analysis of Phylogenetics and Evolution with R
The iPad Pocket Guide
Ajax Starter Kit
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.