Course detail
Computer Evaluation of Experiments
FAST-CJ54Acad. year: 2015/2016
The preparation and evaluation of experiments, survey, the possibilities of utilization, the utilization of the table calculator EXCEL. Handling with experimental data - making ready and conserving the data, corrections.
Describing statistics, frequency tables and histograms. Statistical analysis of one or two variables, probability distribution. Initial data analysis, quartile graphs, dispersion variance and covariance analysis. Interpolation of data in selected distribution, critical values. Distribution functions – calculation, graphic presentation.
Tests of distribution, quality control, smoothing of dependence. Simple and multiple, linear and non-linear regression. Filtering of remote measurements. Description of graphs and its print. Methods for proposal of an experiment and the experiment evaluation.
Estimation and testing of hypotheses.
Optimization task, methods of seeking the extremes, analysis and the formulation of the linear and quadratic programming task. Problems from the building practice of seeking the optimum- transport task, mixing problem, composition of raw material mixtures, grain distribution in the ground material.
The subject doesn’t contain a part with lectures, the exercise has a calculation character.
Language of instruction
Number of ECTS credits
Mode of study
Department
Learning outcomes of the course unit
Prerequisites
Co-requisites
Planned learning activities and teaching methods
Assesment methods and criteria linked to learning outcomes
Course curriculum
2.Fundamentals of work with data files.
3.Advanced work with data files – sorting and filtering of data.
4.Problems of data access, remote access to data and sharing of data files.
5.Utilization of PC technique in deciding processes.
6.Detailed acquainting with the medium MS Excel.
7.Work in the researcher’s table calculator Excel MS.
8.Fundamentals of data files statistic analysis.
9.Simple regression methods in MS Excel.The simplex method.The mixing task. The transport task.
10. Use solver for simple math problems in MS Excel
11. Use of optimization methods in industry and technology - algebraic basis of convex sets
12. The role of the quadratic optimization - optimization problem of the composition of the raw mix in cement production, optimization of mixing raw materials (particle size distribution, porosity distribution foamed plastic, etc.)
13. Non-deterministic optimization models - integer optimization (cutting plan, the problem with dividing panels in the production of the long lines), the optimization principle in the design of the heating system (heating media optimization distribution network)
Work placements
Aims
Specification of controlled education, way of implementation and compensation for absences
Recommended optional programme components
Prerequisites and corequisites
Basic literature
Recommended reading
Hušek, R., Lauber, J.: Simulační modely. SNTL/Alfa, 1987. neuvedeno. (CS)
Classification of course in study plans