Title :
A Very Fast Simulated Re-Annealing Algorithm for the Automotive Trim Industry
Author :
Zhang Yuping ; Deng Zhaori ; Zhang Ruiqi
Author_Institution :
Shanghai Normal Univ., Shanghai, China
Abstract :
This paper presents a novel effective optimization approach for the nesting problem in the automotive trim industry. A very fast simulated re-annealing algorithm (VFSRA) is developed for the placement of two-dimensional irregular sheets and stencils. Irregular profiles are represented by approximate polygons using geometrical processing of Weiler tuple. The search configuration space is considerably shrunk by using a technique of module slide. Compact nesting density is fulfilled by severe penalties of escaping and overlapping areas and normal penalty of unoccupied area defined in the cost function. The designed stencil motion strategy and annealing schedule are suitable. The comparison experimental results show that the VFSRA is effective for the trim parts nesting problem. In addition, it can be applied in other similar fields.
Keywords :
automobile industry; automotive components; design engineering; search problems; sheet materials; simulated annealing; 2D irregular sheet placement; VFSRA algorithm; Weiler tuple; annealing schedule; approximate polygons; automotive trim industry; compact nesting density; cost function; geometrical processing; irregular profiles; module slide; optimization approach; search configuration space; stencil motion strategy; stencil placement; trim parts nesting problem; very fast simulated reannealing algorithm; Algorithm design and analysis; Annealing; Cost function; Industries; Manuals; Materials; Simulated annealing; Weiler tuple; nesting; optimization; simulated annealing; two-dimentionally irregular;
Conference_Titel :
Intelligent System Design and Engineering Applications (ISDEA), 2013 Third International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-4893-5
DOI :
10.1109/ISDEA.2012.55