Industrial Applications of Evolutionary Algorithms

• Main Authors: Sanchez, Ernesto (Author), Squillero, Giovanni (Author), Tonda, Alberto (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.
• Series: Intelligent Systems Reference Library, 34
• Subjects: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.

"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 probl...

Table of Contents:

• Introduction
• Resources
• Automatic software verification
• Post-silicon speed-path analysis in modern microprocessors through genetic programming
• Antenna array synthesis with Evolutionary Algorithms
• Drift correction of chemical sensors
• Development of on-line test sets for microprocessors
• Uncovering path delay faults with Multi-Objective EAs
• Software-Based Self Testing of system peripherals
• Software-based self-testing on microprocessors.