Skip to main content

Multiobjective Optimization, Systems Design and De Novo Programming

  • Chapter
  • First Online:
Handbook of Multicriteria Analysis

Part of the book series: Applied Optimization ((APOP,volume 103))

Abstract

In this chapter we explore some topics beyond traditional MCDM. First we explain in the simplest possible terms what multiobjective optimization is, and define the subject matter of this chapter. We discuss the role of tradeoffs and draw a distinction between tradeoffs-based versus tradeoffs-free thinking. Next, we introduce the concept of optimization and optimal systems design. Then we build the foundation of De novo programming, dealing with designing optimal systems in linear cases. Finally, we provide some numerical examples and discuss additional applications where optimal design and multiobjective optimization can be used.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 149.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 199.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. G. Colson and M. Zeleny. Uncertain Prospects Ranking and Portfolio Analysis under the Conditions of Partial Information. Verlag Anton Hain, Meisenheim, 1979.

    Google Scholar 

  2. M. Hessel and M. Zeleny. Optimal system design: Towards new interpretation of shadow prices in linear programming. Computers and Operations Research, 14(4):265–271, 1987

    Article  Google Scholar 

  3. T.C. Koopmans. Activity Analysis of Production and Allocation. Wiley, New York, 1951.

    Google Scholar 

  4. E. Lerner. Managerial Finance. Harcourt Brace Jovanovich, New York, 1971.

    Google Scholar 

  5. H. Markowitz. Portfolio selection. Journal of Finance, 7(1):77–91, 1952.

    Google Scholar 

  6. M. Markowitz. Portfolio Selection: Efficient Diversification of Investments. Wiley, New York, 1959.

    Google Scholar 

  7. M.E. Porter. What is strategy? Harvard Business Review, pages 61–78, 1996. November- December.

    Google Scholar 

  8. Y. Shi. Studies on optimum-path ratios in De Novo programming problems. Computers and Mathematics with Applications, 29:43–50, 1995.

    Article  Google Scholar 

  9. Y. Shi, D.L. Olson, and A. Stam. Advances in Multiple Criteria Decision Making and Human Systems Management: Knowledge and Wisdom. IOS Press, Amsterdam, 2007.

    Google Scholar 

  10. H.A. Simon. A behavioral model of rational choice. Quarterly Journal of Economics, 69:99- 118,1955.

    Article  Google Scholar 

  11. H.A. Simon. Administrative Behavior. The Free Press, New York, 3rd edition, 1976.

    Google Scholar 

  12. M. Zeleny. Compromise programming. In J.L. Cochrane and M. Zeleny, editors, Multiple Criteria Decision Making, pages 263–301. University of South Carolina Press, Columbia, S.C., 1973.

    Google Scholar 

  13. M. Zeleny. The theory of the displaced ideal. In M. Zeleny, editor, Multiple Criteria Decision Making, pages 153–206. Springer-Verlag, Berlin, 1976.

    Google Scholar 

  14. M. Zeleny. Multiple Criteria Decision Making. McGraw-Hill, New York, 1982.

    Google Scholar 

  15. M. Zeleny. Optimal system design with multiple criteria: De Novo programming approach. Engineering Costs and Production Economics, 10:89–94, 1986.

    Google Scholar 

  16. M. Zeleny. Information Technology in Business. Thomson, London, 2001.

    Google Scholar 

  17. M. Zeleny. The evolution of optimality: De Novo programming. In C.A. Coello Coello, A. Hern ández Aguirre, and E. Zitzler, editors, Evolutionary Multi-Criterion Optimization, pages 1–13. Springer-Verlag, Berlin-Heidelberg, 2005.

    Google Scholar 

  18. M. Zeleny. Human Systems Management: Integrating Knowledge, Management and Systems. World Scientific, Hackensack, NJ, 2008.

    Google Scholar 

  19. M. Zeleny. The KM-MCDM interface in decision design: Tradeoffs-free conflict dissolution. International Journal of Applied Decision Sciences, 1(1):3–23, 2008.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Milan Zeleny .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Zeleny, M. (2010). Multiobjective Optimization, Systems Design and De Novo Programming. In: Zopounidis, C., Pardalos, P. (eds) Handbook of Multicriteria Analysis. Applied Optimization, vol 103. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-92828-7_8

Download citation

Publish with us

Policies and ethics