CV
I, Anatoly Alexander NAUMOV , graduated Novosibirsk State Technical University ( Novosibirsk Institute of Electrical Engineering ) in 1973 according to speciality "Applied Mathematics" with Honours Diploma . From 1973 till 1976 I was a Assistant Professor at the Department of Applied Mathematics .From 1976 till 1979 I had post-graduated course and in 1980 I received Ph.D. degree in Engineering System Control . The Theme of my Dissertation is "Unbiased Design of Experiments".From 1983 I was a Docent of the Department of Applied Mathematics.From 1993 I was a Docent of the Department of Applied Mathematics Novosibirsk State Academy of Building and Siberian Humanitarian University. Since 1994 have worked a Docent of the Department of Economical Informatics of Novosibirsk State Technical University.
My teachers Courses and Interests are so:
1. Design of Experiments and Applied Statistics.
2. OR and Methods of Optimization.
3. Models of complex Processes and Systems .
4. Econometrical and Financial Models.
5. Real-time Systems and Identification .
6. Numerical Methods.
7. Models of optimal portfolio.
8. Monitoring and Diagnostic problems.
9. CTC *-Method for Classification; Learning of
Diagnostic Systems; Quickly Methods of Change-
Point Detection
and so on.
I have almost 250 scientific papers . I am Member of IASC. My scientific interests are so:
1. New approach and technologies to the problems of experiment design.
2. Robust schemes in active identification and data processing.
3. Active identification of real-time systems and effective data
processing (Direct Product Method ,recurrent Schemes of Estimation with aid of direct Product Method , Control Problems and Active Identification etc.).
4. Optimal and effective observations .
5. Nonparametric Models and Effective Experiments.
6. Evolution and Adaptive Control Problems.
7. Immersion Method of Active Identification .
8. Statistical models of econometrical and financial problems.
9. Methods for Classification and Diagnostic;
Learning of Diagnostic Systems; Quick Methods
of Change-Point Detection; Adaptive Diagnostic
Systems
and so on.
My experience in programming for Computers is more as 30 years old. I can programming in Algol , Fortran , Pascal , C++ and in other systems . My interest in programming is elaborate program for complex mathematical algorithms and problem with nonstandard solutions. I'm liked to work out the programs from "zero". I'm working out program complex for design of experiment and data processing to scientifical and applied problems ( real-time experiments with aircraft, for chemical processes , for optimal reserve of equipment and so on ). My investigative directions in last years are the working out original Approaches to solving the Problems noted above and new algorithmical schemes of their realization.
The statement about my teaching.
1)The list of courses taught:
- Theory of Probability and Mathematical Statistics;(AM;Soft&Econ)
- Mathematical Programming and Operation Research;(AM;Com)
- Software of CAD/CAM;(AM;Soft&Econ;Com)
- Design of Experiments and Identification;(AM;Eng;PG;Com;MT)
- Mathematical Modelling;(AM;Com)
- Mathematical Logic and Formal Grammars and Languages;(AM;Com;OVP;MT;LPS-PC)
- Linear Algebra;(AM)
- Theory of Graphs and Combinatorics;(AM;MT;LPS-PC)
- Applied Models in Economics;(Soft&Econ;Com;MT)
- Econometrics;(Soft&Econ;Mag;Com;MT)
- Numerical Methods;(AM;Eng;Soft&Econ;Com)
- Economical Modeling;(Soft&Econ;Econ;Com;MT)
- Economical Statistics;(Econ;OVP)
- PC's Languages: Pascal,C,Algol.(AM;Eng;Com;MT)
2)The majors of the students:
AM- applied mathematics;
Eng- engineering;
Soft&Econ- software&economist;
Econ-economist;
Mag- Magistrature;
PG- Postgraduate (Aspirants).
3)The technologies in teaching:
Com- Computers;
OVP- Overhead Projector;
MT- Methodical Textbooks;
LPS-PC- Learning Program System for PC.
4)My teaching philosophy.
- I love my profession and my students;
- I like individual working with each of students
(if it is possible);
- I don't hold lectures the same as at last time;
- I use scientific news and my scientific results
in my lectures;
- I write program of courses in co-operation with
my department colleagues;
- I prefer to use graphic images and nonstandard
schemes for my explanations.
5)My research plan.
I hope to investigate so problems in the future:
- diagnostics and monitoring in real-time systems;
- learning, adaptation and AI in data processing;
- robust schemes of design of experiments;
- control of financial portfolio.
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Scientific and practical experiences.
1) 1971-1975.
Science.
Optimal Linear Programming (LP); new methods (cosinus-method as
alternative to simplex-method);large models in LP; effective methods
in LP; Method of active restrictions and K-simplex-method.
Practice.
CAD/CAM "Sigma" with Computer Center of Russian Academy of Science
together.
Publications.
4 articles.
2)1976-1983.
Science.
Optimal Design of Experiments (DE);Active-passive Schemes of
Experimenting; M-invariant DE; DE and Bias errors of Model; Method
of direct-products in DE and Data Processing (DE&DP); Cubature formulas
in DE&DP; Descriptive Schemes DE; Maximin approach in DE&DP; Inverse
Problems and DE; Nonparametric Models and DE&DP; DE and Control of
Dynamic Systems; Identification Systems and Active Identification;
Spline-function and DE&DP; Liapunov's functions and image processing;
Nonlinear Models and DE.
Practice.
Programs and programming for PC; Programs for Computer Center of
Russian Academy of Science; Software for CAD/CAM; Geotechnologies
and DE&DP; Geochemistry , Geology and DE&DP; Experimental Mineralogy
and Control Systems; Technological Processes and Control.
Publications.
53 articles.
3) 1984-1996.
Science.
Quick Schemes of function calculation on PC (Real-time Identification );
Control Processes on PC; Optimal Monitoring of Complex Systems; Optimal
Observers and Observations; Processing of Dynamic Images ( Pictures);
Quick Schemes in Software of real-time Systems; Evolution Modelling;
Direct-product Method in Real-time Systems; Parallel Processing and
DE&DP; Parallel Schemes computing of function; Bootstrapping Methods
and DE&DP; Technological Defects and its Corrections; Indignation
function and DE&DP; Filter of Space-time Signals; Detection of Signals;
DE&DP for Space-time Systems; K-filter of Dynamic Signals; Evolution
Schemes and DE&DP; DE&DP on Simplex-Structures; Cumulative Filter of
Signals; Adaptive K-Identification; Method of Fixed System and DE&DP;
Express-Identification; Two-Stage K-filter; E-invariant immersion
Schemes; Parallel Schemes; Incorrectness of classical approach to DE;
Paradoxes and Paradigms of DE; Regularization of DE&DP; Experiment
Engineering; New Technologies DE&DP; Robust DE&DP.
Practice.
Control of Chemical Processes; DE&DP in the Control parameters Problems
for VLSI; Extremal DE and Control Process of Production of VLSI;
CAD/CAM of Diagnosis and Control; Correction of Defects of VLSI;
CAD/CAM of Technological Processes of Emitting Copper from an Ore;
Control of Quality of VLSI; Modelling and Optimization of VLSI; Solid
Experiments of Aircraft; Processing Information on VLSI; Modelling of
Laser-electrofores Processes; Synchronous of Power Electromachine.
Publications.
117 articles.
4) 1997-1998.
Science.
Optimal Control of Portfolio; New approach to Markowitz-Kelly's
Problems; Software and Program for PC; Dynamic Optimal Investment
Strategies; Dynamic Portfolio of Investments; Variation Prices Models;
Optimal Stock Portfolio; Estimation of Risk Investments; Risk and
Income of Financial Operation.
Publication.
8 articles.
5)1999-...
Science.
The Problems of Monitoring; Diagnostics; Change-Point Detection;
Method of Fixed Coordinate Systems; Real-Time Diagnostics; CTC*-Method
for Classification and Diagnostics; Learning of Diagnostics Systems;
Quick Methods of Change-Point Detection; Adaptive Diagnostics Systems.
Practice.
Monitoring and Diagnostics for Medical Data in Institute for Medical
Statistics and Epidemiology (the team of Prof. L.Fahrmeir,Dr. M.Daumer),.
Publications.
39 articles.
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LIST OF PUBLICATIONS
( Anatoly A. NAUMOV )
I, A.A. Naumov, have about 250 papers . Here are some from them.
......
Scientific papers:
7. Naumov A.A. To optimal descriptive design of experiments.// Deponir. VINITI, N 241-79,1979, 17 pp. (in Russian).
8. Korobkin A.D., Naumov A.A. K-simplex method for solution of linear programming problems. //Application of computers for optimal planning and design, Novosibirsk, NSTU, 1974. (in Russian).
9. Korobkin A.D., Naumov A.A. Active restrictions methods for optimization of large systems. //In: Optimization of technical systems, Novosibirsk, 1976. (in Russian).
10. Naumov A.A. Software of optimal design of experiments //NIR N 76072132,1979, 285 pp.(in Russian).
11. Denisov V.I., Naumov A.A. Optimal unbiased design of experiments. //Deponir. VINITI, N 2977-78, 1978, 18 pp. (in Russian).
12. Naumov A.A. Application of indignation function to problem design of experiment and data processing , Statistical analysis of experimenting data, Novosibirsk,1987,56-59(in Russian).
13. Naumov A.A.,Borisova I.V. , Multidemensional filter space - time signals ,Report in NIR, N 01.870046674, Novosibirsk,31 pp (in Russian).
14. Naumov A.A.,Gubarev V.V.,Naumova E.N. , To problem of practical use of bootstrap procedures in regression analysis and the way its solution , Statistical analysis and experimenting data processing, Novosibirsk,1988,31-34 (in Russian ).
15. Naumov A.A. Software for problem of filter dynamics images , Design and automation of experiment in scientific investigation, Moscow,1989 ,part 2,115-116(in Russian ).
16. Naumov A.A.,Borisova I.V. , K-filter multimeasure space- time signals , Report in NIR,N 01.87.0046674, Novosibirsk, 1989,33 pp ( in Russian ).
17. Naumov A.A. Evolutionary approach to problem design of experiments and data processing on VLSI , Perspective of development computer systems, Riga,1980,72 (in Russian ).
18. Naumov A.A. K-filter for processing of images , Mathematical
methods of recognize images, Riga, 1989, 140 (in Russian).
19. Naumov A.A.,Vesnin S.V. , Recurrent design of experiments on simplex structures ,Report in NIR, N 01.87.0046674, Novosibirsk, 1989,24 pp (in Russian).
20.Naumov A.A., Gubarev V.V. , Active experimenting in systems of
correction technological defects, Nonparametric and robust statistical methods in information,Tomsk,1990,part 1,160-171(in Russian ).
21.Naumov A.A.,Borisova I.V., Markin S.A. , Adaptive K-identificator for real-time digital image processing , Latvian signal processing international conference,Riga,1990,56-59.
22.Naumov A.A.,Savelieva L.V.,Timochkina J.A. , Method of direct product for analysis and processing of experimenting data, Electromagnetical processes in earth and in cosmos ,Moscow ,1989,82 (in Russian ).
23.Naumov A.A. ,Adaptive two level K-filter for images processing in real time , Processing of images and investigations, Novosibirsk, 1990, p.165 (in Russian).
24.Naumov A.A. ,New information technologies in problems design of experiments and data processing in real-time systems ,Modelling of information systems, Novosibirsk ,1990, 108-111 ( in Russian).
25.Naumov A.A. ,Adaptive K-identificator for images
processing , Statistical problems of control, Vilnus, 1990, vol. 89, 215-217 ( in Russian ).
26.Naumov A.A. , Processing of experimental data and active experiment,Report in NIR ,N 01.87.0046674, Novosibirsk,1990,56 pp (in Russian ).
27.Naumov A.A., Method of e-invariant imbedding in problem active
identification , Identification ,measurement of character and imitation stochastic signals , Novosibirsk ,1991,58-59 (in Russian).
28.Naumov A.A. ,Synthesis of experimenting strategy and data processing in system of real time , Methods and means of statistical analysis ,Novosibirsk, 1990, 91- 95 (in Russian ).
29.Naumov A.A., Vesnin S.V., To problem of recurrent data processing on simplex structures, Design of experiments, identification, analysis and optimization multifactor systems, Novosibirsk, 1990, 56-60 (in Russian ).
30.Naumov A.A. , Active express-identification of complex
nonstationary systems in real time , Proceedings of international symposium " Engineering Ecology-91", Zvenigorod ,1991,283-287 .
31.Naumov A.A. , Parallel schemes of data processing and design of experiments , High productivity computer systems for complex centre of mathematical modelling , Novosibirsk ,1991,104-109 ( in Russian ).
32.Naumov A.A., Borisova I.V. ,Investigation of cumulative filters for optical information processing,Automation of project optical instrument, Novosibirsk,1991,99-104 (in Russian ).
33.Naumov A.A., Ugrumova O.N. ,Synthesis of strategy experimenting and problem of dual control , Microprocessor systems of control , Riga , 1992 ,121-124 (in Russian ).
34.Naumov A.A. , To regularization of the active identification system problem , Identification of dynamics system and inverse problems, Sanct-Peterburg, 1994, A31-A35 .
35.Naumov A.A., Kislenko N.P.,Gubarev V.V.,Ugrumova O.N. , New information technologies in problem of experiment planning and data processing , Functional -oriental computer systems, Kharkov, 1993, 9-10 (in Russian ).
36.Naumov A.A. ,To regularization of problem design experiments , Algorithm and numerical analysis incorrect problems , Ekaterinburg ,1995 ,96-97 (in Russian ).
37.Naumov A.A. , To paradigms of classical design of experiments , Building construction and calculate of structure, Novosibirsk, 1995, 69-70 (in Russian ).
38.Naumov A.A., Theory and practice of engineering experiments,
Novosibirsk, 1995,24 pp (in Russian).
39.Naumov A.A. , To regularization of problems design of experiments, Information and problems of telecommunication, Novosibirsk, 1995,78-80 (in Russian).
40.Naumov A.A. ,New technologies of experiment planning in real-time systems, SAMS,1995, vol. 18- 19,697-700.
41.Naumov A.A. , Algorithms of active identification of complex systems, Microprocessor systems of automation, Novosibirsk , 1996 , E22-E24 (in Russian ).
42.Naumov A.A.,Kravchenko M.S.,Kharitonova L.P. , New technologies design experiments and data processing in real-time systems , 156th Annual Meeting, ASA,Chicago, 1996 ,15 .
43.Naumov A.A., Robust design of Experiment and data processing, Proceedings of Park City Summer Meeting, Utah, 1997,9.
44.Naumov A.A., Robust design of Experiments and information set of experimenting, Inreface'97, Houston, 1997, 58.
45.Naumov A.A., New technologies of active identification, Proceedings of JSM'97,Anaheim,1997,316.
46.Naumov A.A., To incorrect classical design of Experiments , Bulletin IMS,Vol.26,No. 3,1997,249.
47.Naumov A.A.,Kharitonova L.P.,Sobolev M.,Kravchenko M., New technologies design of Experiments and data processing in real-time system, Proceedings of JSM'96,Statistical Computing,Chicago,1996,41-44.
48.Naumov A.A.,Ivanov L.N.,Shibaev E.O., Modifid problem of Markowitz-Kelly for optimal portfolio , International Conference, NSTU,1997,95-98 (in Russian).
49.Naumov A.A. , New information technologies design of Experiments, Herald of Khakassiya University, Mathematics and informatics,1996,88-90 (in Russian).
50.Naumov A.A., Shibaev E.O., Dynamical models of optimal portfolio , Siberian financial School,1998,No. 3-4,41-46 (in Russian).
51.Naumov A.A., Shibaev E.O., Dynamical models of optimal portfolio, 3rd Siberian Congress of applied and indastrial mathematics, Novosibirsk, 1998,140 (in Russian).
52.Naumov A.A., Shibaev E.O., Naumov V.B., The Method of variation prices in wholesale trades, Herald of Khakassiya University, Mathematics and informatics, 1997, 100-102 (in Russian).
53.Naumov A.A., Shibaev E.O., The Development of the optimal portfolio problem, Herald of Khakassiya University, Mathematics and informatics, 1997, 102-106 (in Russian).
54.Naumov A.A., Naumova A.A., Oleinik A.A., New approach to optimal portfolio problems, IV International Conference , Novosibirsk, 1998,Vol. 16, 25-31.
55.Naumov A.A., Shibaev E.O., The Models of optimal portfolio, IV International Conference , Novosibirsk, 1998, Vol. 16, 32-37.
56. Naumov A.A., Ponomarenko N.V., The Control and Insurance of the Risks in the problem of optimal portfolio, IV International Conference , Novosibirsk, 1998, Vol. 16, 38-43.
57. Naumov A.A., To robust experimenting, 22nd European Meeting of Statistics , Vilnius, TEV, 1998, 349.
58.Naumov A.A., To classical optimal portfolio problems.In: Applied Stochastic Models and Data Analysis.IX International Symposium,Lisbon,Portugal,1999,pp. 325-330.
59.Naumov A.A., New approach to the problem of the optimal portfolio.In: IFORS'99 Conference, Beijing, China, 1999.
60.Naumov A.A., New approach to control of optimal portfolio. In: The 52nd Session of ISI, Helsinki,Finland, 1999.
61.Naumov A.A., Donskov E.A., Monitoring of economical systems. In: Informatica and problem of telecommunication, Novosibirsk, SGATI, 1999 (in Russian).
62.Naumov A.A., Detcel Yu.A.,Ponomarenko N.V., Control of optimal portfolio. In:
Herald of Khakassiya University, Mathematics and informatics,1999, 134-140 (in Russian).
63.Naumov A.A., Naumova A.A. Control of bond portfolio. In: Herald of Khakassiya University, Mathematics and informatics,1999, 140-145 (in Russian).
64.Naumov A., Daumer M., To detection of Change-Points , In: The 6th Tartu Conference on Multivariate Statistics, Tartu, Estonia,1999.
65.Naumov A., Daumer M., The Methods of Detection in the Diagnostics Problems , In: ICIIS'99 Conference, Washington, 1999.
66.Naumov A., Fahrmeir L., Daumer M.,
Detection in the diagnostics problems ,In:Third International Symposium on Mathematical Modelling,
(3rd MATHMOD),February 2-4, 2000,Vienna University of Technology,Vien.
67. Naumov A.A., Djurabaev K.T. Factor analysis of economical parameters. //In: Problems of effective business organization, Novosibirsk, NSTU, 2000, pp. 123-125. (in Russian).
68. Naumov A.A. Diagnostics of economical systems.// In: Problems of effective business organization, Novosibirsk, NSTU, 2000, pp. 239-241. (in Russian).
69. Naumov A.A. To signals sigmentation problem.//In: Information systems and technologies, Novosibirsk, NSTU, 2000, pp. 579-582. (in Russian).
70. Naumov A.A. Learning and detection on basis of moving window algorithm.// In: XIV COMPSTAT, 21-25 August, 2000, The Netherlands.
71. Naumov A.A. CTC*-method for diagnostics. // In: Royal Statistical Conference, RSS-2000, 11-15 September, 2000, Reading, UK.
72. Naumov A.A., Khodusov N.V. NPV+ -Method for Investment Estimation.// In: The 6th Russian-Korean International Symposium On Science and Technology, June 24-30, 2002, Vol 1, Novosibirsk, NSTU, pp. 110-112.
73. Naumov A.A. Moving Windows Detection in Diagnostic Problems.// In: The 6th Russian-Korean International Symposium On Science and Technology, June 24-30, 2002, Novosibirsk, NSTU, pp. 95.
74. Naumov A.A. Diagnostics on the Basis of CTC*-Method. // In: Computational and Mathematical Methods on Science and Engineering. Proceedings of the 2002 Conference on Computational and Mathematical Methods on Science and Engineering, CMMSE- 2002, Alicante, Spain, 20-25 September 2002, Vol III, pp. 175- 183.
75. Naumov A.A. Optimal Classical Design of Experiments Can Be Non-Effective. // In: Computational and Mathematical Methods on Science and Engineering. Proceedings of the 2002 Conference on Computational and Mathematical Methods on Science and Engineering, CMMSE- 2002, Alicante, Spain, 20-25 September 2002, Vol III, pp. 171- 174.
76. Naumov A.A. Why Classical Design of Experiments Problem is a Non-Effective One?// In: Magdeburg Stochastik-Tage 2002, Abstracts, German Open Conference on Probability and Statistics, March 19-22, 2002, Otto-von-Guericke-Universitat, Magdeburg,2002, pp. 31-32.
77. Naumov A. On Reasons of Classical Optimal Design Non-Effectiveness. // In: Fourth Biennial International Conference on Statistics, Probability and Related Areas, June 14- 16, 2002, DeKalb, Illinois, p. 46.
78. Naumov A. Efficiency of a Posterior Experimenting Strategy. // In: 24th European Meeting of Statistics, EMS-2002, Prague, August 19-23, 2002, Prague: Institute of Information Theory and Automation, p. 289.
79. Naumov A. Classical Design of Experiments Approach May Be Non-Effective For Active Identification Problems. // In.: Automation, Control, and Information Technology. Proceedings of the IASTED International Conference, June 10- 13, 2002, Novosibirsk.- Anaheim: IASTED, 2002, pp. 262- 266.
80. Naumov A. Investigations of Classical Design of Experiments. // In: Proceedings of the Conference CompStat 2002. Short Communications and Posters. 24- 28 August, Berlin, Heidelberg: Physica- Verlag, 2002, p. 53.
81. Naumov A.A. To Classical Experiments Design Non-Effectiveness: The Model III. // In: Informatics and Problems of Telecommunications. Novosibirsk: SibGUTI, 2002, pp. 116- 118.
82.Naumov A.A., Mezenzev J.A. Optimal Control of Investmen Portfolio. - Novosibirsk, Lada, 2002, 192 pp.
83.Naumov A.A., Senitch V.V. Effective Control of Eexperiments. – Novosibirsk, OFSET, 2003 , 254 pp.
Abstract of the book #83
Anatoly A. Naumov, Vitali V. Senitch
Effective control of experiments. – Novosibirsk, OFSET, 2003, 254 pp.
Monograph helps to get a clear idea of state in so impetuously developing and widely using in practice theory as design of experiment. Here are in accessible and visual form the basic models of the theory presented and using of software developing in MATLAB 6.1 and in JAVA illustrated. besides in the book it is wide enough modern mathematical methods of effective control of experiments on basis of original methods offer by authors represented Presented methods were in software MATLAB 6.1 and JAVA approved and texts of many of them are attached. Approach of algorithms realization using Web- technology is considered. Monograph will be useful as researchers both high-level students specializing in area of system and mathematical statistical and regression analysis methods developing. The basic questions considering in monograph are “Classical theory of design of experiment and it’s “narrow” places”, “Effective strategies of experimentations”, “Algorithms of effective strategy of experiment synthesis(ESoES)”, "Ô- effective control of experiments", "Loss function in problem of ESoEC synthesis", "Effective control of experiment for dynamic systems", "Effective control of experiment taking into account a priori information", "Control of experiment in case of using of the splines", "Computer experiments in problem of control of experiments", "Algorithm of computer experiments on basis of bootstrap approach (method)",
"Appendix. Programs for MATLAB 6.0 and JAVA Applications" and so on. Parts 1- 7 are written by Anatoly Naumov and parts 8-9 and Appendix by Anatoly Naumov and Vitali Senitch.
Authors thank their colleagues (Prof. V.I. Denisov, Prof. K. Kortanek (USA), Prof. S. Gupta (USA)) and students for support and aid during investigations holding.
Student's books:
1.Naumov A.,Kravchenko A., Econometrics: Applied models and parameters estimation, Novosibirsk, NSTU, 1997.
2.Naumov A.,Harvey C., Applied models of economics, Novosibirsk, NSTU, 1998.
3.Naumov A., Applied models of economics: Models of optimal portfolio, Novosibirsk, NSTU, 1999.
4.Naumov A., Economical modelling and forecasting, Novosibirsk, SGA, 1994.
5.Naumov A., Theory and practice of engineering experiments, Novosibirsk, NGAS, 1995.
6.Naumov A., Informatics, Novosibirsk, NSTU, 1991.
7.Kagan V.,Naumov A., Theory of algorithms and formal languages, Novosibirsk, NSTU, 1983; 1987.
8.Mushat T.,Naumov A., Theory of graphs and combinatorics, Novosibirsk, NSTU, 1986;1987.
9.Denisov V., Naumov A. Information network and systems, Novosibirsk, NSTU, 1999.
10.Kirillov J.V., Mezenzev J.A., Naumov A.A. Methods of Optimizations, NSTU, 2002.
