Multiobjective Optimization With an Asymptotically Uniform Coverage of Pareto Front

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F10%3A00169795" target="_blank" >RIV/68407700:21230/10:00169795 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Multiobjective Optimization With an Asymptotically Uniform Coverage of Pareto Front
Original language description
This paper suggests an enhancement of an existing method for the multiobjective optimization known as GAM (goal attainment method). In our proposal, the GAM algorithm is combined with a mechanism that automatically provides a set of parameters (weights,coordinates of the reference point) for which the method generates noninferior solutions uniformly spread over a suitably selected part of the Pareto front. The resulting set of solutions is then presented in a suitable graphic form so that the solutionrepresenting the most satisfactory tradeoff can be easily chosen. The whole algorithm was implemented as a program and tested on several RF design examples (video, low-noise, and power amplifiers), whose optimization results are also presented. For a comparison, the first design example was also solved by another method known as WMM (weighted metrics method).
Czech name
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Czech description
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Project
<a href="/en/project/GAP102%2F10%2F1665" target="_blank" >GAP102/10/1665: Symbolic and Semisymbolic Methods for Power and Mechatronic Applications</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 2010 IEEE International Symposium on Circuits and Systems
ISBN
978-1-4244-5309-2
ISSN
0271-4302
e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
IEEE
Place of publication
Piscataway
Event location
Paris
Event date
May 30, 2010
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000287216003035

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