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.
Author: | Martin Zaefferer, Boris Naujoks, Thomas Bartz-BeielsteinGND |
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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: | Optimierung; Mehrkriterielle Optimierung; Globale Optimierung; Modellierung |
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 / 004 Informatik |
Open Access: | Open Access |
Licence (German): | Creative Commons - Namensnennung, Nicht kommerziell, Keine Bearbeitung |