Recent Metaheuristic Computation Schemes in Engineering

1. Auflage 2021
ISBN: 978-3-030-66006-2
Verlag: Springer International Publishing

Buch, Englisch, Band 948, 277 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 606 g

Reihe: Studies in Computational Intelligence

This book includes two objectives. The first goal is to present advances and developments which have proved to be effective in their application to several complex problems. The second objective is to present the performance comparison of various metaheuristic techniques when they face complex optimization problems. The material has been compiled from a teaching perspective. Most of the problems in science, engineering, economics, and other areas can be translated as an optimization or a search problem. According to their characteristics, some problems can be simple that can be solved by traditional optimization methods based on mathematical analysis. However, most of the problems of practical importance in engineering represent complex scenarios so that they are very hard to be solved by using traditional approaches. Under such circumstances, metaheuristic has emerged as the best alternative to solve this kind of complex formulations. This book is primarily intended for undergraduate and postgraduate students. Engineers and application developers can also benefit from the book contents since it has been structured so that each chapter can be read independently from the others, and therefore, only potential interesting information can be quickly available for solving an industrial problem at hand.

Zielgruppe

Research

Autoren/Hrsg.

Cuevas, Erik

Del-Valle-Soto, Carolina

Rodríguez, Alma

Alejo-Reyes, Avelina

Fachgebiete

• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

Introductory Concepts of Metaheuristic Computation.- A Metaheuristic Scheme Based on the Hunting Model of Yellow Saddle Goatfish.- Metaheuristic Algorithm Based on Hybridization of Invasive Weed Optimization and Estimation Distribution Methods.- Corner Detection Algorithm Based on Cellular Neural Networks (CNN) and Differential Evolution (DE).- Blood Vessel Segmentation Using Differential Evolution Algorithm.- Clustering Model Based on the Human Visual System.- Metaheuristic Algorithms for Wireless Sensor Networks.- Metaheuristic Algorithms Applied to the Inventory Problem.