Übersicht			Auf mobile öffnen

Lieferstatus:	Auf Bestellung (Lieferzeit unbekannt)
Veröffentlichung:	August 2015
Genre:	Naturwissensch., Medizin, Technik
	Artificial Intelligence / Automation / B / Computational Intelligence / Control, Robotics, Automation / Decision Making / engineering / Machines, Tools, Processes / Management decision making / Manufactures / Manufacturing, Machines, Tools, Processes / Operational research / Operations Research / Operations Research and Decision Theory / Operations Research/Decision Theory / Robotics / Robotics and Automation mehr...
ISBN:	9783319192543
EAN-Code:	9783319192543
Verlag:	Springer EN
Einband:	Gebunden
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D
Gewicht:	5974 gr
Seiten:	298
Illustration:	XVII, 298 p.
Zus. Info:	EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

This book presents an intelligent, integrated, problem-independent method for multiresponse process optimization. In contrast to traditional approaches, the idea of this method is to provide a unique model for the optimization of various processes, without imposition of assumptions relating to the type of process, the type and number of process parameters and responses, or interdependences among them. The presented method for experimental design of processes with multiple correlated responses is composed of three modules: an expert system that selects the experimental plan based on the orthogonal arrays; the factor effects approach, which performs processing of experimental data based on Taguchi's quality loss function and multivariate statistical methods; and process modeling and optimization based on artificial neural networks and metaheuristic optimization algorithms. The implementation is demonstrated using four case studies relating to high-tech industries and advanced, non-conventional processes.