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A Gentle Introduction to Multi-Criteria Optimization with SPOT

  • Multi-criteria optimization has gained increasing attention during the last decades. This article exemplifies multi-criteria features, which are implemented in the statistical software package SPOT. It describes related software packages such as mco and emoa and gives a comprehensive introduction to simple multi criteria optimization tasks. Several hands-on examples are used for illustration. The article is well-suited as a starting point for performing multi-criteria optimization tasks with SPOT.

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Metadaten
Author:Martin Zaefferer, Boris Naujoks, Thomas Bartz-BeielsteinGND
URN:urn:nbn:de:hbz:832-cos-436
Series (Serial Number):CIplus (1/2013)
Document Type:Report
Language:English
Year of Completion:2013
Release Date:2013/05/28
Tag:Mehrkriterielle Optimierung; Sequentielle Parameter Optimierung; Surrogat-Modellierung
Multi-Criteria Optimization; Multiobjective Optimization; Sequential Parameter Optimization; Surrogate Modeling
GND Keyword:Globale Optimierung; Mehrkriterielle Optimierung; Modellierung; Optimierung
Contributor:Bartz-Beielstein, Thomas
Institutes and Central Facilities:Fakultät für Informatik und Ingenieurwissenschaften (F10) / Fakultät 10 / Institut für Informatik
Dewey Decimal Classification:000 Allgemeines, Informatik, Informationswissenschaft / 000 Allgemeines, Wissenschaft / 004 Informatik
Open Access:Open Access
Licence (German):License LogoCreative Commons - Namensnennung, Nicht kommerziell, Keine Bearbeitung