Skip to main content
Log in

Use of Pτ-nets for the approximation of the Edgeworth-Pareto set in multicriteria optimization

  • Contributed Papers
  • Published:
Journal of Optimization Theory and Applications Aims and scope Submit manuscript

Abstract

Engineering optimization problems, design problems among them, are multicriteria in their essence. When designing machines, mechanisms, and structures, one has to deal with numerous contradictory criteria.

Experience gained in solving engineering optimization and optimal design problems shows that the designer cannot formulate them correctly. Unfortunately, the known optimization methods offer little assistance. To assure a correct formulation and solution of engineering optimization problems, the parameter space investigation (PSI) method and methods of approximation have been developed and widely integrated into different fields of industry, science, and technology. The PSI method has become one of the basic working tools for choosing optimal parameters in many fields of the national economy in Russia.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Statnikov, R. B.,Solution of Multicriteria Machine Design Problems on the Basis of the Parameter Space Investigation, Multicriteria Decision-Making Problems, Edited by J. M. Gvishiani and S. V. Yemelyanov, Mashinostroyeniye, Moscow, Russia, pp. 148–155, 1978 (In Russian).

    Google Scholar 

  2. Sobol', I. M., andStatnikov, R. B.,Statement of Some Problems of Computer-Aided Optimal Design, Keldysh Institute of Applied Mathematics, Moscow, Russia, 1977 (in Russian).

    Google Scholar 

  3. Ozernoy, V. M.,Multiple-Criteria Decision Making in the USSR: A Survey, Naval Research Logistics, Vol 35, pp. 543–566, 1988.

    Google Scholar 

  4. Stadler, W., andDauer, J. P.,Multicriteria Optimization in Engineering: A Tutorial and Survey, Structural Optimization: Status and Promise, Edited by M. P. Kamat, Progress in Aeronautics and Astronautics, AIAA, Washington, DC, Vol. 150, pp. 209–249, 1992.

    Google Scholar 

  5. Dyer, J. S., Fishburn, P. C., Steuer, R. E., Wallenius, J., andZionts, S.,Multiple-Criteria Decision Making, Multiatribute Utility Theory: The Next Ten Years, Management Science, Vol. 38, pp. 645–654, 1992.

    Google Scholar 

  6. Sobol, I. M., andStatnikov, R. B.,The Choice of Optimal Parameters in Multicriteria Problems, Nauka, Moscow, Russia, 1981 (in Russian).

    Google Scholar 

  7. Sobol, I. M., andStatnikov, R. B.,The Best Solutions: Where They May Be Found, Znaniye, Moscow, Russia, 1982 (in Russian).

    Google Scholar 

  8. Statnikov, R. B., andMatusov, I. B.,Multicriteria Machine Design, Zhaniye, Moscow, Russia, 1989 (in Russian).

    Google Scholar 

  9. Stadler, W.,Fundamentals of Multicriteria Optimization, Multicriteria Optimization in Engineering and in the Sciences, Edited by W. Stadler, Plenum Press, New York, New York, pp. 1–25, 1988.

    Google Scholar 

  10. Statnikov, R. B., andMatusov, I. B.,General-Purpose Finite-Element Programs in Search for Optimal Solutions, Doklady Rossiyskoy Akademii Nauk, Vol. 336, pp. 441–443, 1994, (in Russian).

    Google Scholar 

  11. Sobol, I. M.,On Functions Satisfying the Lipschitz Condition in Multidimensional Problems of Computational Mathematics, Doklady AN SSSR, Vol. 293, pp. 1314–1319, 1987 (in Russian).

    Google Scholar 

  12. Sobol, I. M.,Multidimensional Quadrature Formulas and Haar Functions, Nauka, Moscow, Russia, 1969 (in Russian).

    Google Scholar 

  13. Matusov, I. B., andStatnikov, R. B.,Approximation and Vector Optimization of Large Systems, Doklady AN SSSR, Vol. 296, pp. 532–536, 1987 (in Russian).

    Google Scholar 

  14. White, D. J.,A Bibliography on the Applications of Mathematical Programming: Multiple-Objective Methods, Journal of the Operations Research Society, Vol. 8, pp. 669–691, 1990.

    Google Scholar 

  15. Steuer, R. E., andChoo, E. U.,An Interactive Weighted Tchebycheff Procedure for Multiple-Objective Programming, Mathematical Programming, Vol. 26, pp. 326–344, 1983.

    Google Scholar 

  16. Benson, H. P.,A Finite, Nonadjacent Extreme-Point Search Algorithm for Optimization over the Efficient Set, Journal of Optimization Theory and Applications, Vol. 73, pp. 47–64, 1992.

    Article  Google Scholar 

  17. Merkuriev, V. V., andMoldavskii, M. A.,A Family of Convolutions of a Vector-Valued Criterion for Finding Points in the Pareto Set, Avtomatika i Telemekhanika, No. 1, pp. 110–121, 1979 (in Russian).

    Google Scholar 

  18. Molodtsov, D. A., andFedorov, V. V.,Stability of Optimality Principles, Modern State of Operations Research Theory, Edited by N. N. Moiseyev, Nauka, Moscow, Russia, pp. 236–262, 1979 (in Russian).

    Google Scholar 

  19. Eschenauer, H. A.,Multicriteria Optimization Techniques for Highly Accurate Focusing Systems, Multicriteria Optimization in Engineering and in the Sciences, Edited by W. Stadler, Plenum Press, New York, New York, pp. 309–354, 1988.

    Google Scholar 

  20. Koski, J.,Multicriteria Truss Optimization, Multicriteria Optimization in Engineering and in the Sciences, Edited by W. Stadler, Plenum Press, New York, New York, pp. 263–308, 1988.

    Google Scholar 

  21. Ester, J.,Some Applications of MCDM to Engineering Problems, Operations Research Spectrum, Vol. 9, pp. 59–80, 1987 (in German).

    Article  Google Scholar 

  22. Stadler, W., andKrishman, V.,Natural Structural Shapes for Shells of Revolution in the Membrane Theory of Shells, Structural Optimization No. 1, pp. 19–27, 1989.

    Article  Google Scholar 

  23. Sukharev, A. G.,Optimal Search for an Extremum, Zhurnal Vychislitelnoy Matematikii Matematicheskoy Fiziki, Vol. 11, pp. 265–269, 1971 (in Russian).

    Google Scholar 

  24. Yevtushenko, Yu. G., andMazurik, V. P.,Software for Optimization Systems, Znaniye, Moscow, Russia, 1989 (in Russian).

    Google Scholar 

  25. Vasil'ev, F. P.,Methods of Solving Extremum Problems, Nauka, Moscow, Russia, 1981 (in Russian).

    Google Scholar 

  26. Kelley, J. L.,General Topology, Van Nostrand Reinhold, New York, New York, 1957.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Communicated by W. Stadler

Rights and permissions

Reprints and permissions

About this article

Cite this article

Statnikov, R.B., Matusov, J. Use of Pτ-nets for the approximation of the Edgeworth-Pareto set in multicriteria optimization. J Optim Theory Appl 91, 543–560 (1996). https://doi.org/10.1007/BF02190121

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02190121

Key Words

Navigation