Bayesian modeling and optimization for multi-response surfaces

• Integrating quality loss with conformance probability. • Conformance probability can be obtained by using posterior samplers. • Compare optimization results between Bayesian SMR and SUR modeling. • Both parameter uncertainty and response variability are considered. • Make a trade-off between quali...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Wang, Jianjun [verfasserIn]

Ma, Yizhong

Ouyang, Linhan

Tu, Yiliu

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2020

Schlagwörter:

Seemingly unrelated regression

Conformance probability

Quality loss function

Bayesian analysis

Model parameter uncertainty

Multi-response optimization

Übergeordnetes Werk:

Enthalten in: Exploring the drying behaviors of microencapsulated noni juice using reaction engineering approach (REA) mathematical modelling - Zhang, Chuang ELSEVIER, 2018, Amsterdam [u.a.]

Übergeordnetes Werk:

volume:142 ; year:2020 ; pages:0

Links:

Volltext

DOI / URN:

10.1016/j.cie.2020.106357

Katalog-ID:

ELV049926810

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