models variability uncertainty and sensitivity analysis

... calculate the mean variance and the covariance of random variables qx and q y As an illustrative example, we chose x = and y = 3, and 100 values were generated for each random variable The corresponding ... number of sensors and the same data matrix as in Section 6.1 The optimal sensor placement was different and the results of the sensitivity analysis for M = 25, N = 6, P = 6, σ = 1, and sensors placed ... sufficient to consider two optimal arbitrary locations x and y, and the values of the two random estimates qx and q y , respectively, along with the random noise vector w, which are obtained with (2)...

Ngày tải lên: 22/06/2014, 19:20

... Gaussian and Salt and Pepper noises are considered for testing because Gaussian is a popular noise for testing the robustness of most systems and Salt and Pepper noise is composed of random pixels ... Wang, and D Zhang, “Personal identification based on iris texture analysis, ” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 25, no 12, pp 1519– 1533, 2003 [10] L Ma, Y Wang, and ... Kelly, D Chandler, and J Kane, “Biometric product testing final report,” issue 1.0, National Physical Laboratory of UK, 2001 [34] A Mansfield and J Wayman, “Best practice standards for testing and reporting...

Ngày tải lên: 22/06/2014, 23:20

... Within the Analysis • Sensitivity and Breakeven analyses are also known as: ‘scenario analysis , and ‘what-if analysis • Point values of forecasts are known as: ‘optimistic’, ‘most likely’, and ‘pessimistic’ ... project is too risky, it is abandoned at this stage Management Use of Sensitivity and Breakeven Analysis Using Sensitivity: Sensitive variables are investigated and managed in two ways: •(2) ... further investigated by management Management Use of Sensitivity and Breakeven Analysis Using Sensitivity: Sensitive variables are investigated and managed in two ways: • (1) Ex ante; in the planning...

Ngày tải lên: 16/03/2014, 01:20

... 137 144 145 148 SENSITIVITY ANALYSIS IN DIAGNOSTIC MODELLING: MONTE CARLO FILTERING AND REGIONALISED SENSITIVITY ANALYSIS, BAYESIAN UNCERTAINTY ESTIMATION AND GLOBAL SENSITIVITY ANALYSIS 151 5.10 ... Bayesian analysis and global SA to work: a chemical experiment 6.7.1 Bayesian uncertainty analysis (GLUE case) 6.7.2 Global sensitivity analysis 6.7.3 Correlation analysis 6.7.4 Further analysis ... SENSITIVITY ANALYSIS IN PRACTICE SENSITIVITY ANALYSIS IN PRACTICE A GUIDE TO ASSESSING SCIENTIFIC MODELS Andrea Saltelli, Stefano Tarantola, Francesca Campolongo and Marco Ratto...

Ngày tải lên: 03/06/2014, 02:01

... A common finding between models in this sensitivity analysis was that the "gain" factors (β, B, and A for the linear, 2nd order nonlinear, and Hill Huxley nonlinear models, respectively) each ... ms, 24.8 ms, and 8.8 %, TPT, 1/2 RT, LRT, and RFI, respectively, per ms increment in τc Secondary influences on the relaxation times (1/2 RT and LRT) included time constant, τ1, and "sensitivity" ... understand the meaning of various muscle models in an effort to develop effective therapeutic interventions This sensitivity analysis provides a framework for investigators to compare and choose...

Ngày tải lên: 19/06/2014, 10:20

... for Various Levels of Safety Capacity and Demand Uncertainty 51 2.5 Asymptotic Sale Ratio for Various Levels of Safety Capacity and Demand Uncertainty 52 2.6 ... Various Levels of Partial Flexibility and Demand Uncertainty 52 2.7 Asymptotic Sales Ratio for Various Levels of Partial Flexibility and Demand Uncertainty 53 ... products, and even services like entertainment/media and education As a result, demand uncertainty on a per product basis increases and forecasting becomes more difficult Facing such an increased demand...

Ngày tải lên: 14/09/2015, 08:39

... cases, superposition files and influence lines 3.64 Version 8.38.03 • • • • Use of combination codes “SupOrX” and “SupAndX” for superposition files corrected New command “PLSCFAC” in plot file ... Önorm Standard 4700, British Standard 5400 and Honk Kong Standard 5400 3.81 Version 8.34.02 • Minor changes 3.82 Version 8.34.01 • • • • • • Tendon results (primary and secondary forces) can be ... • • • • Width and height of composite section for wind load corrected Extended printout for shear check (AAHSTO) Minor changes and error corrections in import/export with non-standard units LIST:GEN...

Ngày tải lên: 06/09/2012, 15:18

... Disclaimer and Copyright Disclaimer Much time and effort have gone into the development and documentation of RM2000 and GP2000 The programs have been thoroughly tested and used The user accepts and ... Supposition: Main Girder Axis and segment, Cross Section for the girder plus the cross section for the piers plus the Segment numbering and assignment and Part numbering and assignment for the main ... –10 and top is at height in steps of metres Select the ‘Edit’ icon and assign the pier cross section to the segment points Choose ‘Parts’ and then the ‘Edit’ icon Enter the material type, and...

Ngày tải lên: 06/09/2012, 15:55

... Disclaimer and Copyright Disclaimer Much time and effort have gone into the development and documentation iof RM2000 and GP2000 The programs have been thoroughly tested and used The user accepts and ... commands, i.e loops, conditions, etc can be used in scripts Two different command groups for interfacing RM with the script are provided: • Input commands • Result analysis commands Input commands: ... has and is defined as the angle between the two planes defined by the local x and y axes on the one hand (1st (main) principal inertia plane) and the local x and global YG-axis on the other hand...

Ngày tải lên: 06/09/2012, 15:55

... used in the analysis The message in Figure 37 indicates that the analysis and design sections are different The goal is to repeat the analysis and design process until the analysis and design ... Run Analysis command or the Run Analysis button, and then click the Run Now button on the Set Analysis Cases to Run form F When the analysis is complete, click the OK button to close the analysis ... both Load Cases and Analysis Cases exist, and they may be different However, the program automatically creates a corresponding analysis case when a load case is defined, and the analysis cases...

Ngày tải lên: 06/09/2012, 15:56

... encouragement and benevolence Finally, I owe the completion of this dissertation to my parents and my siblings, my husband and my two children, who have always given me their love, understanding and encouragement ... appropriate and reasonable Conversation analysis sheds light on disagreements as dispreferred seconds to first assessments and opinions, and as preferred seconds to self-deprecations English and Vietnamese ... English and Vietnamese is considered essential and valuable in the teaching and learning of English by Vietnamese learners and Vietnamese by native speakers of English 1.1.2 Society, culture and...

Ngày tải lên: 07/11/2012, 14:26

... They often have cereal or porridge, egg and bacon followed by toast and marmalade and coffee and tea or they may just have a toast and marmalade and coffee and tea *Elevenses - brunch Elevenses ... of making tea and using service by rinsing teapot with boiling water and putting tea and hot water into the teapot and waiting for a short time and pouring it into cups (with handle or not) Regardless ... - Field of word meal in English and in Vietnamese equivalents - Cultural and linguistic analysis of the English word meal Chapter III Cultural and linguistic analysis of Vietnamese equivalents...

Ngày tải lên: 15/04/2013, 15:11

... Timberland is Timberland Footwear Timberland has enjoyed Group 4th - A2.FBA.K38 Financial analysis of Reebok significant expansion of its brand presence both domestically and abroad Timberland’s markets ... footwear and apparel for non-athletic, “casual” use * The Reebok brand Group 4th - A2.FBA.K38 Financial analysis of Reebok The Reebok brand designs, produces and markets sports, fitness and casual ... with Polo Sport and Polo Jeans brand names which is targeted to males between the ages of 16 and 25, and to children between the ages of and 12 The Ralph Lauren also offers dress and casual silhouettes...

Ngày tải lên: 25/07/2013, 14:52

... labels a, b, and c are PCR-DGGE banding patterns of 16S rRNA gene in test systems A, B, and C, respectively; d, e, and f are PCR-DGGE banding patterns of C12O gene in test systems A, B, and C, respectively; ... and C, respectively; and g, h, and i are PCR-DGGE banding patterns of C23O gene in test systems A, B, and C, respectively PCR products of C12O gene in test system C at the 1st and 2nd cycles were ... test system A and B is for test system B Numbers represent the cycle number Only clearly detected bands in PCR-DGGE banding patterns of test systems A and B in Fig were selected for analysis The...

Ngày tải lên: 05/09/2013, 10:15

... temperature and interface location at any instant can be easily obtained by integrating equations (5) and (6) with respect to X and Fo respectively and subsequent application of the initial and boundary ... out with different design and operating parameters The identified design and operating parameters are listed in Table Table Design and operating parameters used in the analysis Parameter Inner ... initially The selected materials for PCM and high conductivity particles are technical grade paraffin and copper The thermophysical properties of PCM [17] and copper [7] are given in Table Water...

Ngày tải lên: 05/09/2013, 16:10

... efficiency and economical analysis They reported that, both the total energy input and output energy in apricot production decreased when farm size increased; while, the energy use efficiency and energy ... determined using the random sampling method [8]; so, it was calculated as 130 and then the 130 farms were randomly chosen from 30 villages in the area of study For the analysis of energy use ... parameters when the availability of arable land is the limiting factor for plant production [21] The energy inputs were divided into direct and indirect and renewable and non-renewable energy forms [18]...

Ngày tải lên: 05/09/2013, 16:30

... Parameters Ando, A and G M Kaufman (I 966) “Evaluation of Some Linear Models , Review of Economics and Statistics, 48, 334-340 Anscombe, F J and J W Tukey (1963) “The Examination and Analysis of ... (1930) and K A Fox (1960), Methods of Correlation and Regression Analysis: Linear and Curuilinear New York: John Wiley & Sons Farrar, D E and R R Glauber (1967) “Multicollinearity in Regression Analysis: ... confined to Learner and Chamberlain (1976), Chamberlain and Learner (1976), and Learner (1978) In each of these papers the prior location is taken as given and a study is made of the sensitivity of...

Ngày tải lên: 17/10/2013, 07:15

... division, and raising to the power, respectively For addition and subtraction, the array and matrix operations are the same Thus, + and + can be regarded as an array or matrix addition If A1 and B1 ... to obtain the dot product and the vector product of two vectors a and b Use the function to evaluate the dot and vector products of vectors x and y, where x = (1 6) and y = (2 8) 1.4 Write a ... sensitive in naming variables, commands and functions Thus b and B are not the same variable If you not want MATLAB to be case sensitive, you can use the command casesen off To obtain the size...

Ngày tải lên: 23/10/2013, 16:15