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1

Sabová, Iveta. "Plánovaný experiment." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2015. http://www.nusl.cz/ntk/nusl-231981.

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This thesis deals with the possibility of applying the method of Design of Experiments (DoE) on specific data. In the first chapter of theoretical part, this method is described in detail. The basic principles and guidelines for the design of the experiment are written there. In the next two chapters, factorial design of the experiment and response surface design are described. The latter one includes a central composite design and Box-Behnken design. The following chapter contains practical part, which focuses on modelling firing range of ball from a catapult using the above three types of ex
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Ke, Xiao. "On lower bounds of mixture L₂-discrepancy, construction of uniform design and gamma representative points with applications in estimation and simulation." HKBU Institutional Repository, 2015. https://repository.hkbu.edu.hk/etd_oa/152.

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Two topics related to the experimental design are considered in this thesis. On the one hand, the uniform experimental design (UD), a major kind of space-filling design, is widely used in applications. The majority of UD tables (UDs) with good uniformity are generated under the centralized {dollar}L_2{dollar}-discrepancy (CD) and the wrap-around {dollar}L_2{dollar}-discrepancy (WD). Recently, the mixture {dollar}L_2{dollar}-discrepancy (MD) is proposed and shown to be more reasonable than CD and WD in terms of uniformity. In first part of the thesis we review lower bounds for MD of two-level d
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Holec, Tomáš. "Plánovaný experiment." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2016. http://www.nusl.cz/ntk/nusl-254455.

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In this thesis, the design of experiment is studied. Firstly, a theoretic background in mathematical statistics necessary for understanding is built (chapter 2). The design of experiment is then presented in chapters 3 and 4. Chapter 3 is divided into several subchapters in which its brief history is provided as well as its complex theoretic description (basic principles, steps for planning, etc.). Chapter 4 deals with particular types of the design of experiment (Factorial experiments or Response surface design). Simple examples are provided to illustrate the theory in chapters 3 and 4. Last
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Kovaříková, Ludmila. "Statistická analýza výroby." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2009. http://www.nusl.cz/ntk/nusl-228542.

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The aim of Master's thesis is to apply statistical methods in production process. The assignment of the thesis is to describe and evaluate pressing process which is the part of posistor production. The first theoretical part contains introduction to the mathematical statistics, verifying assumptions about the data, describing the regression analysis, the analysis of variance and the part of the design of experiment. The second practical part is focused on design, performing and interpreting of experiments. The thesis is developed according to requirements of company EPCOS s.r.o. Šumperk. Stati
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Cheng, Ray C. (Ray Chung-Tim) 1980. "Software for psychoacoustic experiment design." Thesis, Massachusetts Institute of Technology, 2003. http://hdl.handle.net/1721.1/87399.

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Apgar, Joshua Farley. "Experiment design for systems biology." Thesis, Massachusetts Institute of Technology, 2009. http://hdl.handle.net/1721.1/61217.

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Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Biological Engineering, 2009.<br>Cataloged from PDF version of thesis.<br>Includes bibliographical references (p. 219-233).<br>Mechanism-based chemical kinetic models are increasingly being used to describe biological signaling. Such models serve to encapsulate current understanding of pathways and to enable insight into complex biological processes. Despite the growing interest in these models, a number of challenges frustrate the construction of high-quality models. First, the chemical reactions that control biochemical process
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Heurling, Julia. "Textila cylindrar : experiment kring solljusreglering." Thesis, Högskolan i Borås, Institutionen Textilhögskolan, 2005. http://urn.kb.se/resolve?urn=urn:nbn:se:hb:diva-16303.

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Working with a three-dimensional shape that adjusts light seemed exciting. Venetian blinds became a basis and source of inspiration in my project. What is a Venetian blind? I arrived at the definition ”a surface of angleble pieces for sun adjustment”. From that simplified meaning I started making sketches of what an alternative model could look like. My sun shield consists of manual adjustable cylinders. The idea is that every adjustable piece, besides blocking sunlight, also can be a jig-saw-piece. Every cylinder has a simple décor on the blocking side. Depending on how the pieces are angled, d
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Patel, Dipali Dhanji. "Design of experiment on electrical engineering design representations." Thesis, Montana State University, 2004. http://etd.lib.montana.edu/etd/2004/patel/PatelD0805.pdf.

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Walker, James. "Experience as an Experiment." VCU Scholars Compass, 2013. http://scholarscompass.vcu.edu/etd/3036.

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My work is an exploration of new media that demonstrates the influence a community has on visual communication. The community reveals content as objects go unnoticed after they become a permanent part of the landscape and assumptions are made from cultural archetypes. Through exploration, immersion, and reflection, I am able to recognize the invisible and expected, establish a familiarity with a community, and design responses that communicate directly to it.
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Zhu, Chongxian. "Optimal experiment design and model reduction." Thesis, Imperial College London, 2011. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.530481.

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Rensfelt, Agnes. "Viscoelastic Materials : Identification and Experiment Design." Doctoral thesis, Uppsala : Acta Universitatis Upsaliensis, 2010. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-111283.

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12

Qin, Hong. "Construction of uniform designs and usefulness of uniformity in fractional factorial designs." HKBU Institutional Repository, 2002. http://repository.hkbu.edu.hk/etd_ra/456.

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13

Müller, Werner, and de Leon Antonio C. Ponce. "Optimal Design of an Experiment in Economics." Department of Statistics and Mathematics, WU Vienna University of Economics and Business, 1993. http://epub.wu.ac.at/134/1/document.pdf.

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This paper deals with the application of optimal design principles in an experiment examining individual decision making under risk. It provides general principles on how to conduct experiments in a probit model estimation situation and illust rates the benefit of those techniques through equivalent number of observations. (author's abstract)<br>Series: Forschungsberichte / Institut für Statistik
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Zhu, Weiming. "Photonic micromachined devices : design, fabrication and experiment." Phd thesis, Université Paris-Est, 2010. http://tel.archives-ouvertes.fr/tel-00596905.

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In this PhD project, three different approaches have been studied for tunable photonic devices based on MEMS technology. First, the optical double barrier structure has been numerically studied and experimentally demonstrated as the thermo-optical switch, switchable polarizer and optical tunneling junctions integrated as reconfigurable WDM system. Second, the slow light structure using metamaterial with coupled split ring unit cells is numerically analyzed. Finally, a tunable magnetic metamaterial is demonstrated using MEMS technology. The first major work is to use the optical tunneling effec
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Reynolds, Zachary W. (Zachary William). "2.672 experiment design : heat sink fin configurations." Thesis, Massachusetts Institute of Technology, 2007. http://hdl.handle.net/1721.1/40474.

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Thesis (S.B.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 2007.<br>Includes bibliographical references (leaf 61).<br>2.672 is an undergraduate mechanical engineering laboratory course which requires students to solve real-world problems using both theoretical calculations and laboratory experiments. Many of the experiments currently in the laboratory have aged and their replacement presents an opportunity for the introduction of a new experiment. In this proposed experiment, students will optimize a heat sink for a certain type of rack-mount server. For a correct e
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Zager, Jacob Hadley. "Choose housing : an American housing design experiment." College Park, Md.: University of Maryland, 2008. http://hdl.handle.net/1903/8262.

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Thesis (M.Arch.) -- University of Maryland, College Park, 2008.<br>Thesis research directed by: School of Architecture, Planning and Preservation Architecture. Title from t.p. of PDF. Includes bibliographical references. Published by UMI Dissertation Services, Ann Arbor, Mich. Also available in paper.
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Ronchi, Fabrizio. "Design of experiment in production process innovation." Doctoral thesis, Università degli studi di Padova, 2018. http://hdl.handle.net/11577/3425892.

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In his famous book Design and Analysis of Experiments, Montgomery describes Design of Experiment (DOE) as a broad approach to an experiment, starting from the recognition of and statement of the problem, going through the experimental design and to the possible solution, ending to conclusion and recommendations. Specifically, DOE is known to be a powerful instrument based on statistics to design and analyze experiments. Potentiality of DOE is well known and appreciated among scholars. In some fields its potentiality is recognized and appreciated also by practitioners. That’s why there is an e
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Zhang, Boya. "Computer Experimental Design for Gaussian Process Surrogates." Diss., Virginia Tech, 2020. http://hdl.handle.net/10919/99886.

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With a rapid development of computing power, computer experiments have gained popularity in various scientific fields, like cosmology, ecology and engineering. However, some computer experiments for complex processes are still computationally demanding. A surrogate model or emulator, is often employed as a fast substitute for the simulator. Meanwhile, a common challenge in computer experiments and related fields is to efficiently explore the input space using a small number of samples, i.e., the experimental design problem. This dissertation focuses on the design problem under Gaussian proces
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Kühnlenz, Frank. "Design und Management von Experimentier-Workflows." Doctoral thesis, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2014. http://dx.doi.org/10.18452/17071.

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Experimentieren in der vorliegenden Arbeit bedeutet, Experimente auf der Basis von computerbasierten Modellen durchzuführen, wobei diese Modelle Struktur, Verhalten und Umgebung eines Systems abstrahiert beschreiben. Aus verschiedenen Gründen untersucht man stellvertretend für das System ein Modell dieses Systems. Systematisches Experimentieren bei Variation der Modelleingabeparameterbelegung führt in der Regel zu sehr vielen, potentiell lang andauernden Experimenten, die geplant, dokumentiert, automatisiert ausgeführt, überwacht und ausgewertet werden müssen. Häufig besteht dabei das Pr
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Sarkamo, J. (Juho). "Design, construction and commissioning of the EMMA experiment." Doctoral thesis, University of Oulu, 2014. http://urn.fi/urn:isbn:9789526205694.

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Abstract The work describes the design, construction and commissioning of the underground cosmic-ray experiment Experiment with MultiMuon Array (EMMA). The experiment is built into the Pyhäsalmi mine, in the town of Pyhäjärvi, Finland. The aim of EMMA is to determine the elemental composition of cosmic rays at an energy region around 4 PeV, the energy region called the ’knee’ region. This is achieved by measuring the lateral density distribution of high-energy muons originating from Extensive Air Showers (EAS). The design calculations for the EMMA experiment, which are based on the use of the
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Jansson, Henrik. "Experiment design with applications in identification for control." Doctoral thesis, Stockholm : Automatic Control, Dept. of Signals, Sensors and Systems, Royal Institute of Technology (KTH), 2004. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-62.

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Islam, Ziaul. "A design of experiment approach to tolerance allocation." Ohio : Ohio University, 1995. http://www.ohiolink.edu/etd/view.cgi?ohiou1179428292.

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Melin, Tomas. "Multidisciplinary Design in Aeronautics, Enhanced by Simulation-Experiment Synergy." Doctoral thesis, Stockholm : Kungliga Tekniska högskolan, 2006. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-3996.

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Maddock, Angela. "Bloodline : an experiment in knit and proximity." Thesis, Royal College of Art, 2018. http://researchonline.rca.ac.uk/3538/.

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Bloodline: An Experiment in Knit and Proximity is research by practice that has its origin in an affective encounter experienced during the performance of two women knitting together, a mother and daughter – who simultaneously knit a conjoined red line, Bloodline – initiated by the daughter, who is, in this context, both artist and writer. The research responds to this question: how might I account for a moment of affect, to explain its manifestation in association with knitting and the knitted thing, and to substantiate my hypothesis that the knitted object, and knitting as process, have a un
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Sinchaisri, Wichinpong (Wichinpong Park). "Pricing with quality perception : theory and experiment." Thesis, Massachusetts Institute of Technology, 2016. http://hdl.handle.net/1721.1/104563.

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Thesis: S.M., Massachusetts Institute of Technology, Computation for Design and Optimization Program, 2016.<br>Cataloged from PDF version of thesis.<br>Includes bibliographical references (pages 111-115).<br>Quality is one of the most important factors behind a decision to purchase any product. Consumers have long assumed that price and quality are highly correlated, and that as the price of a product increases, its quality also increases ("you get what you pay for"). Several researchers have studied how consumers use price to infer quality, but very few have investigated the impact of pricing
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Chandrasekharan, Rico S. "Design of the light readout for the ArDM experiment /." Zürich : ETH, 2007. http://e-collection.ethbib.ethz.ch/show?type=diss&nr=16985.

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Mooney, Christopher S. "Design of a satellite-based microelectronic radiation testing experiment." Thesis, Monterey, Calif. : Springfield, Va. : Naval Postgraduate School ; Available from National Technical Information Service, 1996. http://handle.dtic.mil/100.2/ADA311553.

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Larsson, Christian A. "Application-oriented experiment design for industrial model predictive control." Doctoral thesis, KTH, Reglerteknik, 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-154032.

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Advanced process control and its prevalent enabling technology, model predictive control (MPC), can today be regarded as the industry best practice for optimizing production. The strength of MPC comes from the ability to predict the impact of disturbances and counteract their effects with control actions, and from the ability to account for constraints. These capabilities come from the use of models of the controlled process. However, relying on a model is also a weakness of MPC.The model used by the controller needs to be kept up to date with changing process conditions for good MPC performan
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McNamara, Catherine Anne. "Optimisation of catalytic systems using design of experiment methodologies." Thesis, University of Southampton, 2004. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.403750.

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Martin, Philippe J. F. "Large scale C3 systems : experiment design and system improvement." Thesis, Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, 1986. http://hdl.handle.net/1721.1/15061.

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Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1986.<br>Includes bibliographical references (p. 105-106).<br>Research supported by the Joint Directors of Laboratories through the Office of Naval Research. N00014-85-K-0782<br>Philippe J. F. Martin.<br>M.S.
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Jonnerby, Nils. "Weight Optimization of Radar Shelter using Design of Experiment." Thesis, Luleå tekniska universitet, Institutionen för teknikvetenskap och matematik, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-70707.

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This master thesis covers the subject of Design of Experiment which is a method of executing experiments or simulations in designed and well planned approaches. The method has been investigated and implemented at a Radar shelter at the Giraffe A4 Radar truck developed by SAAB AB. The thesis was offered by SAAB Surveillance in Gothenburg, Sweden, during the spring of 2018. Design of Experiment was found to be a very powerful method for reducing the number of factors in a large system by executing a number of simulations and evaluating their influence on the studied response. The study of the Ra
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Zhang, Xiao. "Experiment Design and Reliability Analysis of Accelerated Degradation Test." University of Cincinnati / OhioLINK, 2013. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1378197282.

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Ankarsköld-Flück, Kevin, and Erik Wiskman. "Mechanical Design and Thermal Analysis of the MoreBac Experiment." Thesis, KTH, Skolan för teknikvetenskap (SCI), 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-210827.

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Sending bacteria to space is a further step withinthe framework of transporting humans to distant locations inspace. This can build a knowledge platform of how the bacteriabehaves in the space environments, in order to be able to functionin the long term as a LLS (long term life support system), i.ea mini ecology for the space station that handles waste (gas,liquid and solid) and transforms it into food, water and oxygen.By constructing a bacterial experiment (MoreBac) in a smallsatellite and thermally simulating it in space environment, itcan aid future projects performed in similar but large
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Medcalf, Bradley D. "The chemchar gasification process : theory, experiment, and design developments /." free to MU campus, to others for purchase, 1998. http://wwwlib.umi.com/cr/mo/fullcit?p9901263.

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Krantz, Elias. "Experiment Design for System Identification on Satellite Hardware Demonstrator." Thesis, Luleå tekniska universitet, Institutionen för system- och rymdteknik, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-71351.

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The subject of this thesis covers the process of online parameter estimation of agile satellites. Accurate knowledge of parameters such as moment of inertia and centre of mass play a crucial role in satellite attitude control and pointing performance. Typically, identification of parameters such as these is performed on-ground using post-processing algorithms. This thesis investigates the potential of performing the identification procedures in real-time on-board operating satellites, using only measurements available from typical satellite attitude sensors.    The thesis covers the areas of s
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VALLE, SERENA MARTA. "DESIGN, SIMULATION AND PERFORMANCES STUDY OF THE FOOT EXPERIMENT." Doctoral thesis, Università degli Studi di Milano, 2019. http://hdl.handle.net/2434/612325.

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Nuclear fragmentation processes induced by the interaction of hadrons and nuclei with matter are of great interest not only in fundamental physics research but also in applied physics, particularly in particle therapy and space radioprotection. Particle therapy is a novel technique in which solid tumors are treated with charged light ions beams by reason of their favorable depth-dose deposition profile. As a consequence of nuclear interactions between the beam particles and the patient tissues, during irradiation a large amount of secondary fragments is produced. Both projectile (if Zbeam>1) a
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Liang, Xiaohui. "A Design Experiment on Students' Perceptions of a Knowledge Management System." Thesis, University of Waterloo, 2002. http://hdl.handle.net/10012/958.

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Although there is a large body of literature exploring the topic of knowledge management, most of the focus is on its application to industry. Seldom has a research priority been placed on the use of knowledge management in a university setting. This research investigated the impact of applying a knowledge management system -- Knowledge Net -- to the students in a course about designing learning activities with interactive multimedia at the University of Waterloo. A design experiment method was employed. Eight students were engaged in the study. The purpose of the design experiment
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Persson, Johan. "Restricted Region Exact Designs." Thesis, Linköpings universitet, Matematiska institutionen, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-138614.

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Problem statement: The D-optimal design is often used in clinical research. In multi-factor clinical experiments it is natural to restrict the experiment's design space so as not to give a patient the combination of several high dose treatments simultaneously. Under such design space restrictions it is unknown what designs are D-optimal. The goal of the thesis has been to find D-optimal designs for these design spaces. Approach: Two new algorithms for finding D-optimal designs with one, two or three factors with linear models has been developed and implemented in MATLAB. Two restricted design
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Belhadj, Tami A. "Computer aided architectural evaluation and design : a cost modelling experiment." Thesis, University of Sheffield, 1989. http://etheses.whiterose.ac.uk/1798/.

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This dissertation addresses the problem of Computer Aided Architectural Evaluation and Design, with particular reference to building cost evaluation and cost modelling. It identifies the lack of building evaluation tools in the CAAD environment, and suggests an integrated approach to building modelling and cost modelling. The interaction of elemental and spatial descriptions of a design solution is considered as an original contribution to the field of computer aided building modelling and evaluation. It demonstrates the potential of CAAD and Bills of Quantities intergration to give an extra d
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Denka, Tshering. "Nonlinear Regression of Power-Exponential Functions : Experiment Design for Curve Fitting." Thesis, Mälardalens högskola, Utbildningsvetenskap och Matematik, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-35897.

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This thesis explores how to best choose data when curve fitting using power exponential functions. The power exponential functions used are μ(b; x)=(xe1-x)b and Φ(ρ; x)=((1-x)ex)ρ . We use a number of designs such as the equidistant design, the Chebyshev design and the the D-optimal design to compare which design gives the best fit. A few examples including the logistic and the heidler function are looked at during the comparison. The measurement of the errors were made based on the sum of least squares errors in the first part and the maximum error in the second part. MATLAB was used in this
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Abdullah, Shahrum Shah. "Experiment design for deterministic model reduction and neural network training." Thesis, Imperial College London, 2003. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.406584.

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Su, Heng. "Some new ideas on fractional factorial design and computer experiment." Diss., Georgia Institute of Technology, 2015. http://hdl.handle.net/1853/53505.

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This thesis consists of two parts. The first part is on fractional factorial design, and the second part is on computer experiment. The first part has two chapters. In the first chapter, we use the concept of conditional main effect, and propose the CME analysis to solve the problem of effect aliasing in two-level fractional factorial design. In the second chapter, we study the conversion rates of a system of webpages with the proposed funnel testing method, by using directed graph to represent the system, fractional factorial design to conduct the experiment, and a method to optimize the tota
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Rojas, Cristian R. "Robust Experiment Design." Thesis, 2008. http://hdl.handle.net/1959.13/32293.

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Research Doctorate - Doctor of Philosophy (PhD)<br>This Thesis addresses the problem of robust experiment design, i.e., how to design an input signal to maximise the amount of information obtained from an experiment given limited prior knowledge of the true system. The majority of existing literature on experiment design specifically considers optimal experiment design, which, typically depends on the true system parameters, that is, the very thing that the experiment is intended to find. This obviously gives rise to a paradox. The results presented in this Thesis, on robust experiment design,
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Rojas, Cristian R. "Robust Experiment Design." 2008. http://hdl.handle.net/1959.13/32293.

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Research Doctorate - Doctor of Philosophy (PhD)<br>This Thesis addresses the problem of robust experiment design, i.e., how to design an input signal to maximise the amount of information obtained from an experiment given limited prior knowledge of the true system. The majority of existing literature on experiment design specifically considers optimal experiment design, which, typically depends on the true system parameters, that is, the very thing that the experiment is intended to find. This obviously gives rise to a paradox. The results presented in this Thesis, on robust experiment design,
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Guo, Yong Simpson James R. "Construction of efficient fractional factorial mixed-level designs." 2003. http://etd.lib.fsu.edu/theses/available/etd-11212003-230640/.

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Thesis (M.S.)--Florida State University, 2003.<br>Advisor: Dr. James R. Simpson, Florida State University, College of Engineering, Dept. of Industrial and Manufacturing Engineering. Title and description from dissertation home page (viewed Mar. 2, 2004). Includes bibliographical references.
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Zhu, Yijia. "Experiment design for nonlinear system identification." Master's thesis, 2010. http://hdl.handle.net/10048/1628.

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Optimal experiment design has been considered as an effective tool to improve model reliability and accuracy in nonlinear system identification in the past few decades. This thesis is concerned with the following challenges which have not been previously addressed: poor initial guess problem of the nominal model in nonlinear system identification; operating points selection to improve LPV model identification accuracy; joint experimental design concerning optimal operating points and input perturbation design simultaneously. To reduce the influence of poor initial guess of a model, the propose
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Tucker, Aaron 1975. "Laminar Flow Control Flight Experiment Design." Thesis, 2012. http://hdl.handle.net/1969.1/148399.

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Demonstration of spanwise-periodic discrete roughness element laminar flow control (DRE LFC) technology at operationally relevant flight regimes requires extremely stable flow conditions in flight. A balance must be struck between the capabilities of the host aircraft and the scientific apparatus. A safe, effective, and efficient flight experiment is described to meet the test objectives, a flight test technique is designed to gather research-quality data, flight characteristics are analyzed for data compatibility, and an experiment is designed for data collection and analysis. The objecti
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ZHENG, DING-YUAN, and 鄭丁元. "RF transmitter circuit design and experiment." Thesis, 1993. http://ndltd.ncl.edu.tw/handle/02246692479857177063.

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Fang, Yu-Long, and 方玉龍. "Design and Experiment on Contrarotating Propeller." Thesis, 1997. http://ndltd.ncl.edu.tw/handle/37577496134621163648.

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碩士<br>國立臺灣大學<br>造船工程學系<br>85<br>In this paper, a complete contrarotating propeller design procedure is established by using lifting line and lifting surface theory. Computationresults are in good comparison with the Cox & Reed design example, in both thevelocity field and propeller geometry. A new contrarotating propeller design is also developed with this model. But after comparing the open water tests, itshows big difference in both the thrust and torque coefficient. Model propellerwas in
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Chang, Chi-yu, and 張啟祐. "Thermochromic Material Experiment and Design Application." Thesis, 2012. http://ndltd.ncl.edu.tw/handle/90718926589897507352.

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碩士<br>嶺東科技大學<br>視覺傳達設計研究所<br>100<br>Thermochromic materials reference to intelligent materials that change from colored to transparent when the temperature reaches a specific range during the course of heating or cooling; when the temperature is restored to the initial temperature, the original color will be restored. Following several decades of research and development work in the wake of the discovery of this type of compound in 1952, researchers have developed organic, inorganic, liquid crystal, polymer, bio-macromolecular, and microencapsulated powder thermochromic materials. In addition
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