IDEAS home Printed from https://ideas.repec.org/h/spr/spochp/978-3-031-91175-0_1.html
   My bibliography  Save this book chapter

An Outline of Inverse Combinatorial Optimization Problems

In: Inverse Combinatorial Optimization Problems

Author

Listed:
  • Xiucui Guan

    (Southeast University)

  • Panos M. Pardalos
  • Binwu Zhang

    (Hohai University)

Abstract

In this chapter, we introduce a unified framework for Inverse Combinatorial Optimization Problems (ICOPs), encompassing a spectrum of problem types including traditional ICOPs, inverse optimal values, partial inverse problems, network improvement, and interdiction problems. This framework elucidates the intricate relationships among different problem classes and examines several polynomial-time-solvable combinatorial optimization problems such as shortest path and minimum spanning tree. We propose a standardized format to delineate the attributes of ICOPs, identifying open questions and exploring the complexity dynamics between forward and inverse problems. We question whether an inverse problem of an N P $$\mathcal {N}\mathcal {P}$$ -hard problem can be polynomially solvable, an unresolved challenge. The chapter highlights the broad applicability of inverse optimization in healthcare, transportation, logistics, and energy systems, emphasizing its role in decision-making and data analytics, with the potential to refine models and predict outcomes in complex systems.

Suggested Citation

  • Xiucui Guan & Panos M. Pardalos & Binwu Zhang, 2025. "An Outline of Inverse Combinatorial Optimization Problems," Springer Optimization and Its Applications, in: Inverse Combinatorial Optimization Problems, chapter 0, pages 3-35, Springer.
  • Handle: RePEc:spr:spochp:978-3-031-91175-0_1
    DOI: 10.1007/978-3-031-91175-0_1
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a
    for a similarly titled item that would be available.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:spochp:978-3-031-91175-0_1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.