TY  - BOOK
AU  - Savran,Melih
AU  - Aydin,Levent
TI  - An integrated approach to modeling and optimization in engineering and science
SN  - 9781003494843
AV  - T57.37 
PY  - 2025///
CY  - Boca Raton
PB  - CRC Press
KW  - Experimental design
KW  - Engineering
KW  - Mathematical models
N1  - Design of experiment, mathematical modeling, and optimization -- Comparison of ANN and neuro regression methods in mathematical modeling -- Evaluation of R2 as model assessment criteria -- Questioning the adequacy of using polynomial structures -- The effect of using the Taguchi method in experimental design on mathematical modeling -- Comparison of different test and validation methods used in mathematical modeling -- Comparison of different model assessment criteria used in mathematical modeling -- Comparison of the effects of experimental design methods on mathematical modeling -- Special functions in mathematical modeling
N2  - "An Integrated Approach to Modeling and Optimization in Engineering and Science examines the effects of experimental design, mathematical modeling, and optimization processes for solving many different problems. The experimental design method, Central Composite, Full Factorial, Taguchi, Box Behnken, and D Optimal methods are used, and the effects of the data sets obtained by these methods on mathematical modeling are investigated. This book will help graduates and senior undergraduates in courses on experimental design, modeling, optimization, and interdisciplinary engineering studies. It would also be of interest to R and D engineers and professionals working in scientific institutions based on design, modeling, and optimization"--
UR  - https://www.taylorfrancis.com/books/9781003494843
UR  - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
ER  -