Evolutionary Computation Techniques: A Comparative Perspective

• Main Authors: Cuevas, Erik (Author), Osuna, Valentín (Author), Oliva, Diego (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Studies in Computational Intelligence, 686
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

This book compares the performance of various evolutionary computation (EC) techniques when they are faced with complex optimization problems extracted from different engineering domains. Particularly focusing on recently developed algorithms, it is designed so that each chapter can be read independ...

Table of Contents:

• Preface
• Introduction
• Multilevel segmentation in digital images
• Multi-Circle detection on images
• Template matching
• Motion estimation
• Photovoltaic cell design
• Parameter identification of induction motors
• White blood cells Detection in images
• Estimation of view transformations in images
• Filter Design.