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Studies in Computational Intelligence #13: Genetic Systems Programming: Theory and Experiences

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Studies in Computational Intelligence #13: Genetic Systems Programming: Theory and Experiences Cover

 

Synopses & Reviews

Publisher Comments:

Designing complex programs such as operating systems, compilers, filing systems, data base systems, etc. is an old ever lasting research area. Genetic programming is a relatively new promising and growing research area. Among other uses, it provides efficient tools to deal with hard problems by evolving creative and competitive solutions. Systems Programming is generally strewn with such hard problems. This book is devoted to reporting innovative and significant progress about the contribution of genetic programming in systems programming. The contributions of this book clearly demonstrate that genetic programming is very effective in solving hard and yet-open problems in systems programming. Followed by an introductory chapter, in the remaining contributed chapters, the reader can easily learn about systems where genetic programming can be applied successfully. These include but are not limited to, information security systems, compilers, data mining systems, stock market prediction systems, robots and automatic programming.

Table of Contents

Evolutionary Computation: from Genetic Algorithms to Genetic Programming.- Automatically Defined Functions in Gene Expression Programming.- Evolving Intrusion Detection Systems.- Evolutionary Pattern Matching Using Genetic Programming.- Genetic Programming in Data Modelling.- Stock Market Modeling Using Genetic Programming Ensembles.- Evolutionary Digital Circuit Design Using Genetic Programming.- Evolving Complex Robotic Behaviors Using Genetic Programming.- Automatic Synthesis of Microcontroller Assembly Code Through Linear Genetic Programming.

Product Details

ISBN:
9783540298496
Author:
Nedjah, Nadia
Publisher:
Springer
Author:
Abraham, Ajith
Author:
Mourelle, Luiza De Macedo
Subject:
Applied
Subject:
Artificial Intelligence - General
Subject:
Intelligence (AI) & Semantics
Subject:
Computational intelligence
Subject:
Genetic algorithms
Subject:
Genetic Systems Programming
Subject:
Appl.Mathematics/Computational Methods of Engineering
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Mathematics-Applied
Copyright:
Edition Description:
Book
Series:
Studies in Computational Intelligence
Series Volume:
13
Publication Date:
20060301
Binding:
HARDCOVER
Language:
English
Pages:
256
Dimensions:
235 x 155 mm 1190 gr

Related Subjects

Computers and Internet » Artificial Intelligence » Artificial Life
Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General
Engineering » Engineering » General Engineering
Health and Self-Help » Health and Medicine » Medical Specialties
Science and Mathematics » Geology » General
Science and Mathematics » Mathematics » Applied

Studies in Computational Intelligence #13: Genetic Systems Programming: Theory and Experiences New Hardcover
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