Title :
A Heuristic Simulated Annealing Algorithm for the Circular Packing Problem
Author :
Liu, Jingfa ; Zheng, Yu ; Liu, Wenjie
Author_Institution :
Sch. of Comput. & Software, Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
Abstract :
We study the circular packing problem (CPP) which consists of packing a set of circles of known radii into a larger containing circle without overlapping. The objective is to determine the smallest radius of the containing circle and the coordinates of the center of every packed circle. To solve CPP, we propose a heuristic simulated annealing (HSA) algorithm that incorporates heuristic neighborhood search mechanism and the gradient descent method into the simulated annealing procedure. The special neighborhood search mechanism can avoid the disadvantage of blind search in the simulated annealing algorithm and the gradient descent method can speed up searching the global optimal configuration. The computational results, on a set of instances taken from the literature, show the effectiveness of the proposed algorithm.
Keywords :
computational geometry; gradient methods; search problems; simulated annealing; circular packing problem; gradient descent method; heuristic neighborhood search mechanism; heuristic simulated annealing; Acceleration; Computational modeling; Computer simulation; Containers; Genetics; Heuristic algorithms; Information science; Optimization methods; Simulated annealing; Software algorithms; Circular packing; combinatorial optimization; gradient descent; simulated annealing;
Conference_Titel :
Genetic and Evolutionary Computing, 2009. WGEC '09. 3rd International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-0-7695-3899-0
DOI :
10.1109/WGEC.2009.170