03135cam a22004938i 4500 9781003494843 FlBoTFG 20251030122254.0 m o d cr ||||||||||| 241202s2025 flu ob 001 0 eng OCoLC-P eng rda OCoLC-P 9781003494843 (ebk) 1003494846 9781032782799 (hbk) 9781032799780 (pbk) 9781040256794 (electronic bk.) 1040256791 (electronic bk.) 9781040256831 (electronic bk. : EPUB) 104025683X (electronic bk. : EPUB) 10.1201/9781003494843 doi (OCoLC)1472071354 (OCoLC-P)1472071354 T57.37 Savran, Melih, author. 95203 An integrated approach to modeling and optimization in engineering and science / Melih Savran and Levent Aydin. First edition. Boca Raton : CRC Press, 2025. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier 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. "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"-- Provided by publisher. OCLC-licensed vendor bibliographic record. Experimental design. 64006 Engineering Mathematical models. 60401 Aydin, Levent, author. 95204 Taylor & Francis https://www.taylorfrancis.com/books/9781003494843 OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf E-Books 68000 68000