IDEAS home Printed from https://ideas.repec.org/a/wsi/ijitdm/v05y2006i01ns0219622006001848.html
   My bibliography  Save this article

Enhanced Interactive Satisfying Optimization Approach To Multiple Objective Optimization With Preemptive Priorities

Author

Listed:
  • CHAOFANG HU

    (Institute of Automation, Shanghai Jiao Tong University, 1954 Hua Shan Road, Shanghai 200240, P. R. China)

  • SHAOYUAN LI

    (Institute of Automation, Shanghai Jiao Tong University, 1954 Hua Shan Road, Shanghai 200240, P. R. China)

Abstract

This paper proposes an enhanced interactive satisfying optimization method based on goal programming for the multiple objective optimization problem with preemptive priorities. Based on the previous method, the approach presented makes the higher priority achieve the higher satisfying degree. For three fuzzy relations of the objective functions, the corresponding optimization models are proposed. Not only can satisfying results for all the objectives be acquired, but the preemptive priority requirement can also be simultaneously actualized. The balance between optimization and priorities is realized. We demonstrate the power of this proposed method by illustrative examples.

Suggested Citation

  • Chaofang Hu & Shaoyuan Li, 2006. "Enhanced Interactive Satisfying Optimization Approach To Multiple Objective Optimization With Preemptive Priorities," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 5(01), pages 47-63.
    • Handle: RePEc:wsi:ijitdm:v:05:y:2006:i:01:n:s0219622006001848
    DOI: 10.1142/S0219622006001848
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0219622006001848
    Download Restriction: Access to full text is restricted to subscribers
    File URL: https://libkey.io/10.1142/S0219622006001848?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Yong Shi, 2001. "Multiple Criteria and Multiple Constraint Levels Linear Programming:Concepts, Techniques and Applications," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 4000, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Li, Shaoyuan & Hu, Chaofang, 2009. "Satisfying optimization method based on goal programming for fuzzy multiple objective optimization problem," European Journal of Operational Research, Elsevier, vol. 197(2), pages 675-684, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yong Shi & Yi Peng & Gang Kou & Zhengxin Chen, 2005. "Classifying Credit Card Accounts For Business Intelligence And Decision Making: A Multiple-Criteria Quadratic Programming Approach," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 4(04), pages 581-599.
    2. K.-J. Tseng & Y.-H. Liu & Jow-Fei Ho, 2008. "An Efficient Algorithm For Solving A Quadratic Programming Model With Application In Credit Card Holders' Behavior," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 7(03), pages 421-430.
    3. Po-Lung Yu & Yen-Chu Chen, 2012. "Dynamic multiple criteria decision making in changeable spaces: from habitual domains to innovation dynamics," Annals of Operations Research, Springer, vol. 197(1), pages 201-220, August.
    4. Jianping Li & Xiaolei Sun & Fei Wang & Dengsheng Wu, 2015. "Risk integration and optimization of oil-importing maritime system: a multi-objective programming approach," Annals of Operations Research, Springer, vol. 234(1), pages 57-76, November.
    5. Xi Zhao & Yong Shi & Jongwon Lee & Heung Kee Kim & Heeseok Lee, 2014. "Customer Churn Prediction Based on Feature Clustering and Nonparallel Support Vector Machine," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 13(05), pages 1013-1027.
    6. Wikil Kwak & Yong Shi & Gang Kou, 2012. "Bankruptcy prediction for Korean firms after the 1997 financial crisis: using a multiple criteria linear programming data mining approach," Review of Quantitative Finance and Accounting, Springer, vol. 38(4), pages 441-453, May.
    7. Jing He & Xiantao Liu & Yong Shi & Weixuan Xu & Nian Yan, 2004. "Classifications Of Credit Cardholder Behavior By Using Fuzzy Linear Programming," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 3(04), pages 633-650.
    8. Gang Kou & Yi Peng & Yong Shi & Morgan Wise & Weixuan Xu, 2005. "Discovering Credit Cardholders’ Behavior by Multiple Criteria Linear Programming," Annals of Operations Research, Springer, vol. 135(1), pages 261-274, March.
    9. Yen-Chu Chen & Hung-Shun Huang & Po-Lung Yu, 2012. "Empower Mcdm By Habitual Domains To Solve Challenging Problems In Changeable Spaces," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 11(02), pages 457-490.
    10. Wasim Akram Mandal, 2023. "Bipolar Pythagorean Fuzzy Sets and Their Application in Multi-attribute Decision Making Problems," Annals of Data Science, Springer, vol. 10(3), pages 555-587, June.
    11. Muhammad Aslam & Rahila Yousaf & Sajid Ali, 2020. "Bayesian Estimation of Transmuted Pareto Distribution for Complete and Censored Data," Annals of Data Science, Springer, vol. 7(4), pages 663-695, December.

    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:wsi:ijitdm:v:05:y:2006:i:01:n:s0219622006001848. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with 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: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/ijitdm/ijitdm.shtml .

    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.