Space mapping optimization algorithms for engineering design

Slawomir Koziel, John W. Bandler, Kaj Madsen

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review


    A simple, efficient optimization algorithm based on space mapping (SM) is presented. It utilizes input SM to reduce the misalignment between the coarse and fine models of the optimized object over a region of interest, and output space mapping (OSM) to ensure matching of response and first-order derivatives between the mapped coarse model and the fine model at the current iteration point. We also consider an enhanced version in which the input SM coefficients are frequency dependent. The performance of our new algorithms is comparable with the recently published SMIS algorithm when applied to a benchmark problem. In comparison with SMIS, the models presented are simple and have a small number of parameters that need to be extracted. The new algorithm is applied to the optimization of coupled-line band-pass filter.
    Original languageEnglish
    Title of host publicationIEEE MTT-S Int. Microwave Symp. Dig.
    Place of PublicationSan Francisco, CA
    Publication date2006
    ISBN (Print)0-7803-9541-7
    Publication statusPublished - 2006
    Event2006 IEEE MTT-S International Microwave Symposium - San Francisco, United States
    Duration: 11 Jun 200616 Jun 2006


    Conference2006 IEEE MTT-S International Microwave Symposium
    Country/TerritoryUnited States
    CitySan Francisco
    Internet address


    • engineering optimization.
    • design automation
    • optimization
    • space mapping (SM)
    • Computer-aided design (CAD)


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