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The paper studies the use of technology management for advanced innovative personnel training for effective scientific, technological, economic and social development of countries, describing cognitive strategies in the sixth and seventh technological cycles. Competency building approach in the new formation of the sixth technological cycle requires the control of cognition process, methods of creating of broad education from information assigned to the subject of knowledge. Cognitive technologies of the sixth technological cycle are oriented to pure cognitive processes and belong to the field of psychology, pedagogy and knowledge, while socio-humanitarian technologies refer to the person, practice, society, ethics, morals, values and culture. It appears in the seventh way of subjectivity environment, subjectivity culture, specially organized and reflective-active environment, making new forms of life on the planet. Historical traditions of the Russian culture and mentality give reasons to be one of the first countries to try to get into the seventh technological cycle

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The problem of nondestructive testing is long standing for engineers all over the world. One method of solving this problem is the television and acoustic analysis of the state of nanomaterials. The structure and operational principle of a multifunctional intelligent optoacoustic microscope, as well as methods for the nondestructive testing (NDT) of nanomaterials, such as wavelet analysis and acous tic analysis, are considered.

The study discusses adaptive neuro-fuzzy methods of recognition of the multidimensional overlapping objects on the basis of the introduced concepts, generalized and modified operations of fuzzy set theory and neural networks. To improve recognition accuracy, proposed a combined approach including neural network analysis of generalized images based on Kohonen maps, and building systems fuzzy inference based on the identification of allocated clusters integral characteristics of the images. Using the derived system of diagnostic decision rules "If ... then" the comprehensive forecast map of oil South of Cheremshan field was built.

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