Recent Metaheuristic Computation Schemes in Engineering - Erik Cuevas, Alma Rodríguez, Avelina Alejo-Reyes, Carolina Del-Valle-Soto

Recent Metaheuristic Computation Schemes in Engineering

Buch | Hardcover
XI, 277 Seiten
2021 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-66006-2 (ISBN)
160,49 inkl. MwSt

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. 

 


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.

Erscheinungsdatum
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo XI, 277 p. 79 illus., 36 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 595 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Schlagworte Alternative Metaheuristics • Computational Intelligence • evolutionary computation • IOT • Metaheuristics • Swarm intelligence
ISBN-10 3-030-66006-0 / 3030660060
ISBN-13 978-3-030-66006-2 / 9783030660062
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
von absurd bis tödlich: Die Tücken der künstlichen Intelligenz

von Katharina Zweig

Buch | Softcover (2023)
Heyne (Verlag)
20,00