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Adaptive switching of mutation rate for genetic algorithms and genetic programming

Spalek J., Gregor M.

Applied Computer Science

2011

Vol. 7, no 1

30-37

The paper concerns the application of Genetic Algorithms and Genetic Programming to complex tasks such as automated design of control systems, where the space of solutions is non-trivial and may contain discontinuities. An adaptive value-switching mechanism for mutation rate control is proposed. It is shown that the proposed mechanism is useful in preventing the search from getting trapped in local extremes of the fitness landscape.

Adaptive mechanism for sustainable development

Borodin D., Gurlev I., Klukvin A., Tsyganov V.

Systems Science

2004

Vol. 30, no 2

89-95

Adaptive mechanism is used to control the process of the corporation development by means of the investments. New paradigm for new decision about capital drain emphasizes the advancements that occur in both the development and practice of decision making about investment attractiveness of the business and investment climate. The theorem about sufficient conditions of the definite direction of the capital flow between two businesses of the corporation is given. This theorem determines criteria for decision making in the process of investments. With the aid of this theorem measurement means for monitoring investment attractiveness of the business are found. These criteria are the indicators of the corporate investment climate and simultaneously the function of the parameters both the domestic and the international regimes such as prices, efficiency of investment, taxes, trade and customs rules, etc.