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Mathematical Tools of Informatics

Summary

Subjekt put mind to the questions solution numerical problems. Students do one's homework the to determine a mine of errors and errors type at the numerical computing, to principles the modern optimization methods and determine a procedure solution with utilization the Genetic Algorithms and the Evolutional Algorithms and get an overview of the basic principles of the datamining metods and of the basic acquirements at solution numerical problems with utilization the Matlab and with utilization the Matlab Toolbox Genetic Algorithm.

Literature

KIM K., MAN F., TANG K. S., KWONG S.: Genetic Algorithms.: Concepts and Designs. Springer, 1999. ISBN 1852330724 .
BACK T.: Evolutionary Algorithms in Theory and Practice : Evolution Strategies, Evolutionary Programming, Genetic Algorithms. Oxford University Press, 1995. ISBN 0195356705 .
WALTER J. GRANTHAM, THOMAS L. VINCENT Modern control systems analysis and design. New York : John Wiley & Sons, Inc., 1993. ISBN 0-471-81193-9

Advised literature

YAO X.: Evolutionary Computation: Theory and Applications. World Scientific, 1999. ISBN 9810223064 .
WITTEN I. H., FRANK E., HALL M. A.: Data Mining: Practical Machine Learning Tools and Techniques: Practical Machine Learning Tools and Techniques. Elsevier, 2011. ISBN 0080890369 .
TAN P. N.: Introduction To Data Mining. Pearson Education, 2007. ISBN 8131714721 .


Language of instruction čeština, čeština
Code 638-0804
Abbreviation MPI
Course title Mathematical Tools of Informatics
Coordinating department Department of Automation and Computing in Industry
Course coordinator doc. Ing. Jiří David, Ph.D.