Accession Number : AD0673747
Title : STATISTICAL METHODS FOR DESIGN OF EXTREMAL EXPERIMENTS,
Corporate Author : FOREIGN TECHNOLOGY DIV WRIGHT-PATTERSON AFB OHIO
Personal Author(s) : Nalimov,V. V. ; Chernova,N. A.
Report Date : 09 JAN 1968
Pagination or Media Count : 419
Abstract : The book presents modern statistical methods for design of experiments aimed at determining optimal conditions for complex processes. The following topics are considered in detail: the complete factorial experiment and fractional replicas; steepest ascent along the response surface; description of an almost stationary region; screening experiments; adaptive optimization of industrial processes. The material is presented in the language of matrix algebra. In many cases, the examples used are taken from studies carried out in the laboratories where the authors are employed. Particular attention is paid to the physical-chemical interpretation of research results.
Descriptors : (*OPERATIONS RESEARCH, *AUTOMATION), (*STATISTICAL ANALYSIS, EXPERIMENTAL DESIGN), COMPLEX VARIABLES, COMBINATORIAL ANALYSIS, REGRESSION ANALYSIS, STEEPEST DESCENT METHOD, ANALYTIC GEOMETRY, MATRICES(MATHEMATICS), OPTIMIZATION, ADAPTIVE CONTROL SYSTEMS, MANAGEMENT PLANNING AND CONTROL, PRODUCTION CONTROL, USSR
Subject Categories : Operations Research
Mfg & Industrial Eng & Control of Product Sys
Distribution Statement : APPROVED FOR PUBLIC RELEASE