Name
Title | ||
|---|---|---|
Some experimental results relevant to the optimization of configuration and planning problems |
Abstract | ||
|---|---|---|
This communication deals with mass customization and the association of the product configuration task with the planning of its production process while trying to minimize cost and cycle time. We consider a two steps approach that first permit to interactively (with the customer) achieve a first product configuration and first process plan (thanks to non-negotiable requirements) and then optimize both of them (with remaining negotiable requirements). This communication concerns the second optimization step. Our goal is to evaluate a recent evolutionary algorithm (EA). As both problems are considered as constraints satisfaction problems, the optimization problem is constrained. Therefore the considered EA was selected and adapted to fit the problem. The experimentations will compare the EA with a conventional branch and bound according to the problem size and the density of constraints. The hypervolume metric is used for comparison. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1007/978-3-642-34624-8_35 | ISMIS |
Keywords | Field | DocType |
communication concern,problem size,production process,optimization step,process plan,optimization problem,product configuration task,communication deal,product configuration,constraints satisfaction problem,evolutionary algorithm,mass customization,constraint satisfaction problem | Mass customization,Branch and bound,Mathematical optimization,Evolutionary algorithm,Computer science,Constraint satisfaction problem,Scheduling (production processes),Optimization problem | Conference |
Citations | PageRank | References |
0 | 0.34 | 6 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Paul Pitiot | 1 | 16 | 3.80 |
| Michel Aldanondo | 2 | 122 | 18.91 |
| Elise Vareilles | 3 | 31 | 4.96 |
| Linda L. Zhang | 4 | 33 | 7.22 |
| Thierry Coudert | 5 | 27 | 7.91 |