TY - RPRT A1 - Zaefferer, Martin A1 - Naujoks, Boris A1 - Bartz-Beielstein, Thomas T1 - A Gentle Introduction to Multi-Criteria Optimization with SPOT N2 - 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. T3 - CIplus - 1/2013 KW - Optimierung KW - Mehrkriterielle Optimierung KW - Globale Optimierung KW - Modellierung KW - Mehrkriterielle Optimierung KW - Surrogat-Modellierung KW - Sequentielle Parameter Optimierung KW - Multiobjective Optimization KW - Multi-Criteria Optimization KW - Surrogate Modeling KW - Sequential Parameter Optimization Y1 - 2013 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:hbz:832-cos-436 ER - TY - RPRT A1 - Flasch, Oliver T1 - A Friendly Introduction to RGP N2 - RGP is genetic programming system based on, as well as fully integrated into, the R environment. The system implements classical tree-based genetic programming as well as other variants including, for example, strongly typed genetic programming and Pareto genetic programming. It strives for high modularity through a consistent architecture that allows the customization and replacement of every algorithm component, while maintaining accessibility for new users by adhering to the "convention over configuration" principle. T3 - CIplus - 2/2013 KW - Genetische Programmierung KW - Software KW - Optimierung KW - Modellierung KW - Systemidentifikation KW - Evolutionäre Algorithmen KW - Genetic Programming KW - Software KW - Optimization KW - Modelling KW - System Identification KW - Evolutionary Algorithms Y1 - 2013 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:hbz:832-cos-446 ER -