Experimentation for Engineers by David Sweet
Author:David Sweet [Sweet, David]
Language: eng
Format: epub
Published: 2023-01-26T23:00:00+00:00
Figure 4.14 Design for a two-parameter (2D) experiment. (a) You need a minimum of three threshold values, (0.5, 1.0, and 1.5) to be able to interpolate the maximum markout_profit_2D(threshold, order_size) at a threshold between the left and right edges, threshold = 0.5 and threshold = 1.5. (b) Similarly, youâll measure three values of order_size (1, 1.5, and 2) to ensure that we can interpolate between the top and bottom edges. (c) In a single experiment, you can measure these five values simultaneously. When you analyze the experiment, youâll be able to interpolate markout_profit_2D(threshold, order_size) from the edges to center.
Figure 4.14(c) shows a design to measure five combinations of the parameters (threshold, order_size): (0.5, 1.5), (1.0, 1.5), (1.5, 1.5), (1.0, 1.0), and (1.0, 2). With measurements of markout_profit_2D(threshold, order_size) and each of those points, youâll be able to interpolate well near any of the four edges and near the center and use that interpolation to seek the optimize parameter combination (threshold_opt, order_size_opt).
Youâre not done yet, though. Thereâs more space in the square in figure 4.14(c) to interpolate over than the edges and the middle. Since the optimum could be anywhere in this box, itâs possible that the optimum you seek is in a corner. To be sure the interpolation is accurate near the corners, you should pay the extra experimentation cost and add four points in the corners of the design. The result is a face-centered central composite design (CCD), depicted in figure 4.15.
Download
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.
Coding Theory | Localization |
Logic | Object-Oriented Design |
Performance Optimization | Quality Control |
Reengineering | Robohelp |
Software Development | Software Reuse |
Structured Design | Testing |
Tools | UML |
Deep Learning with Python by François Chollet(12571)
Hello! Python by Anthony Briggs(9916)
OCA Java SE 8 Programmer I Certification Guide by Mala Gupta(9796)
The Mikado Method by Ola Ellnestam Daniel Brolund(9779)
Dependency Injection in .NET by Mark Seemann(9340)
Algorithms of the Intelligent Web by Haralambos Marmanis;Dmitry Babenko(8299)
Test-Driven iOS Development with Swift 4 by Dominik Hauser(7763)
Grails in Action by Glen Smith Peter Ledbrook(7696)
The Well-Grounded Java Developer by Benjamin J. Evans Martijn Verburg(7557)
Becoming a Dynamics 365 Finance and Supply Chain Solution Architect by Brent Dawson(7082)
Microservices with Go by Alexander Shuiskov(6850)
Practical Design Patterns for Java Developers by Miroslav Wengner(6769)
Test Automation Engineering Handbook by Manikandan Sambamurthy(6708)
Secrets of the JavaScript Ninja by John Resig Bear Bibeault(6416)
Angular Projects - Third Edition by Aristeidis Bampakos(6114)
The Art of Crafting User Stories by The Art of Crafting User Stories(5644)
NetSuite for Consultants - Second Edition by Peter Ries(5576)
Demystifying Cryptography with OpenSSL 3.0 by Alexei Khlebnikov(5381)
Kotlin in Action by Dmitry Jemerov(5065)
