Title :
A Hybrid Heuristic Approach for Disassembly/Recycle Applications
Author :
Wang Hui ; Xiang Dong ; Duan Guanghong ; Song Jie
Author_Institution :
Dept. of Precision Instrum. & Mechanology, Tsinghua Univ., Beijing
Abstract :
Over the past several years, heuristic methods are often used to find optimal solution(s) of disassembly/recycle sequencing problem, for it is a NP-hard combinatorial optimization problem. In the proposed research, first, we present a method: product disassembly sequence planning problem could map onto a problem of searching the optimal tour in the disassembly feasibility information graph (DFIG). Then a genetic algorithm is proposed to search the optimal solution of disassembly/recycle problem. Optimization objective is the performance of a solution, which is mainly related with three factors: disassembling process, environment impact and disassembly & recycle line. In particular, scheduling disassembly & recycle line is also a NP-hard problem. Therefore, a heuristic genetic operator, combined with disassembly & recycle processes tree, is also presented to schedule the disassembly & recycle line
Keywords :
combinatorial mathematics; computational complexity; design for disassembly; genetic algorithms; product design; recycling; NP-hard combinatorial optimization; disassembly & recycle line; disassembly & recycle processes tree; disassembly feasibility information graph; disassembly/recycle sequencing problem; environment impact; genetic algorithm; heuristic genetic operator; hybrid heuristic approach; product disassembly sequence planning; Application software; Computational complexity; Computer science; Genetic algorithms; Instruments; Job shop scheduling; NP-hard problem; Optimization methods; Processor scheduling; Recycling;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.60