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Simultaneous Optimization of Several Response Variables
Abstract
A problem facing the product development community is the selection of a set of conditions which will result in a product with a desirable combination of properties. This essentially is a problem involving the simultaneous optimization of several response variables (the desirable combination of properties) which depend upon a number of independent variables or sets of conditions. Harrington, among others, has addressed this problem and has presented a desirability function approach. This paper will modify his approach and illustrate how several response variables can be transformed into a desirability function, which can be optimized by univariate techniques. Its usage will be illustrated in the development of a rubber compound for tire treads.
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Citations
Cited by
Box-Behnken design: An alternative for the optimization of analytical methods
Ferreira, S. L. C., Bruns, R. E., Ferreira, H. S., Matos, G. D., David, J. M., Brandão, G. C., da Silva, E. G. P., Portugal, L. A., dos Reis, P. S., Souza, A. S., et al. (2007) · Analytica Chimica Acta · doi:10.1016/j.aca.2007.07.011 · Cited by 3,214
Khuri, A. I., & Mukhopadhyay, S. (2010) · WIREs Computational Statistics · doi:10.1002/wics.73 · Cited by 2,113
Statistical designs and response surface techniques for the optimization of chromatographic systems
Ferreira, S. L. C., Bruns, R. E., da Silva, E. G. P., dos Santos, W. N. L., Quintella, C. M., David, J. M., de Andrade, J. B., Breitkreitz, M. C., Jardim, I. C. S. F., & Neto, B. B. (2007) · Journal of Chromatography A · doi:10.1016/j.chroma.2007.03.051 · Cited by 616
Severini, C., Azzollini, D., Albenzio, M., & Derossi, A. (2018) · Food Research International · doi:10.1016/j.foodres.2018.01.034 · Cited by 293
Harvesting of microalgae by flocculation with poly (γ-glutamic acid)
Zheng, H., Gao, Z., Yin, J., Tang, X., Ji, X., & Huang, H. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.02.086 · Cited by 211
Metadata
- Authors
- Derringer, G., & Suich, R.
- Venue
- Journal of Quality Technology
- Publisher
- Informa UK Limited
- Published
- 1980-10
- Volume
- 12
- Issue
- 4
- Pages
- 214-219
- ISSN
- 0022-4065 (ISSN-L)
- 2575-6230
- OpenAlex
- W1968098666
- Cited by
- 5,212
- References
- 0
- FWCI
- 1.16
- Type
- journal article
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: Simultaneous Optimization of Several Response Variables. https://app.cochat.ai/papers/10.1080/00224065.1980.11980968
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- Derringer, G., & Suich, R. (1980). Simultaneous Optimization of Several Response Variables. Journal of Quality Technology. https://doi.org/10.1080/00224065.1980.11980968
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
