Title :
Experiments using meta-heuristics to shape experimental design for a simulation-based optimization system: Intelligent configuration and setup of virtual tooling
Author :
Weber, Jens ; Boxnick, Simon ; Dangelmaier, Wilhelm
Abstract :
This contribution presents the first experimental results using a developed experimental design containing meta-heuristics. The usage of meta-heuristics is evaluated by a benchmark function which tests the operation of an intelligent configuration process for simulated virtual machine tools. The goal of the experimental design after completion of development is the installation for work and job preparation of machining tools for virtual production and simulation using simulation-based optimization.
Keywords :
digital simulation; machine tools; machining; optimisation; production engineering computing; benchmark function; experimental design; intelligent configuration process; job preparation; machining tools; meta-heuristics; simulation-based optimization system; virtual machine tool simulation; virtual production; virtual tooling; Benchmark testing; Convergence; Optimization; Particle swarm optimization; Production; Runtime; Standards;
Conference_Titel :
Computer Science and Engineering (APWC on CSE), 2014 Asia-Pacific World Congress on
Print_ISBN :
978-1-4799-1955-0
DOI :
10.1109/APWCCSE.2014.7053839
