Name
Title | ||
|---|---|---|
Multi-Objective Discrete Migratory Bird Optimizer for Stochastic Disassembly Line Balancing Problem |
Abstract | ||
|---|---|---|
Timely and proper recycling of end-of-life products promotes the sustainable development of our human society. Cost-effective and energy-efficient disassembly is a crucial step to realize such recycling. A disassembly process is usually uncertain because of the different quality of subassemblies in an end-of-life product. This work considers resource constraints and operation failure in such a process. A novel mathematical model is formulated with the objectives to maximize profit, minimize energy consumption, and minimize the total need for disassembly resources. A new solution method called a multi-objective discrete migratory bird optimizer is proposed to solve it. A real-life case is given to show its effectiveness and feasibility. Experimental results show that the superiority of the proposed algorithm over a well-known nondominated sorting genetic algorithm II and a multi-objective grey wolf optimizer. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/SMC42975.2020.9283371 | 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) |
Keywords | DocType | ISSN |
Disassembly line balancing,energy consumption,resource constraint,disassembly failure,multi-objective migratory bird optimizer,stochastic simulation | Conference | 1062-922X |
ISBN | Citations | PageRank |
978-1-7281-8527-9 | 0 | 0.34 |
References | Authors | |
23 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| GuiBin Qin | 1 | 0 | 0.34 |
| Xiwang Guo | 2 | 4 | 4.53 |
| MengChu Zhou | 3 | 8989 | 534.94 |
| Shixin Liu | 4 | 0 | 1.35 |
| Liang Qi | 5 | 156 | 27.14 |