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Bücher Englische Bücher Robust Design and Assessment of Product and Production by Means of Probabilistic Multi-objective Optimization
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Robust Design and Assessment of Product and Production by Means of Probabilistic Multi-objective Optimization
Maosheng Zheng, Jie Yu (Broschiert, Englisch)
★★★★★
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Beschreibung
This book develops robust design and assessment of product and production from viewpoint of system theory, which is quantized with the introduction of brand new concept of preferable probability and its assessment. It aims to provide a new idea and novel way to robust design and assessment of product and production and relevant problems. Robust design and assessment of product and production is… attractive to both customer and producer since the stability and insensitivity of a product’s quality to uncontrollable factors reflect its value. Taguchi method has been used to conduct robust design and assessment of product and production for half a century, but its rationality is criticized by statisticians due to its casting of both mean value of a response and its dispersion into one index, which doesn’t characterize the issue of simultaneous optimization of above two independent sub-responses sufficiently for robust design, so an appropriate approach is needed. The preference or role of a response in the evaluation is indicated by using preferable probability as the unique index. Thus, the rational approach for robust design and assessment of product and production is formulated by means of probabilistic multi-objective optimization, which reveals the simultaneous optimization of both mean value of a response and its dispersion in manner of joint probability. Besides, defuzzification and fuzzification measurements are involved as preliminary approaches for robust assessment, the latter provides miraculous treatment for the 'target the best' case flexibly. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
17.05.2025
Sprache
Englisch
EAN
9789819726639
Herausgeber
Springer Singapore
Sonderedition
Nein
Autor
Maosheng Zheng, Jie Yu
Seitenanzahl
120
Einbandart
Broschiert
Schlagwörter
Preferable Probability, Robust design, Quantitative Assessment, Multi-objective Optimization, Probability Theory, Fuzzy, System theory
Thema-Inhalt
PBU - Optimierung
TGP - Fertigungstechnik und Ingenieurwesen
PBT - Wahrscheinlichkeitsrechnung und Statistik
PBWL - Stochastik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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