Name
Shumkov Yevgeniy Aleksandrovich
Scholastic degree
•
Academic rank
—
Honorary rank
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Organization, job position
Kuban State Technological University
Web site url
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Articles count: 17
In the article popular technical MACD indicator is considered. Various parameters of the indicator about revealing of statistical advantage are investigated. The variant of use of genetic algorithms for a problem of search of parameters of the indicator is shown
In the article, popular technical «Stochastic Oscillator» indicator is considered. Various trading strategies based on the indicator are researched; the parameters with statistical advantage are revealed
In this article, the approach to the decision of a problem of recognition of figures of the technical analysis with use of artificial neural networks is offered. Also, the problem of forecasting of the further movement of time series is considered
In this article the high-speed method of multilayered perceptron learning which differs in the high speed of training is offered. Results of comparison of a high-speed method of learning with standard methods are resulted
The article describes the architecture of decision support systems and proposes general architecture of the modern decision support systems
In this article we have shown how to find sub-optimal neural networks using genetic algorithms
In the article, we have discussed the question of simulating the operation of a hotel complex with the help of fuzzy inference rules
The article proposes the implementation of neuro-fuzzy neural network topology of "Internal Teacher"
In the article we consider the topology of genetic search of neural network models
The article describes an approach to managing maintenance crews using ITIL methodology and principles of reinforcement learning