Genetic Systems Programming Theory and Experiences /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Nedjah, Nadia (Editor), Mourelle, Luiza de Macedo (Editor), Abraham, Ajith (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Series: Studies in Computational Intelligence, 13
• Subjects: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

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 evol...

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.