Research Article

A Data-Characteristic-Driven Decomposition Ensemble Forecasting Research on the Demand of Space Science Payload Components

Table 13

Algorithm test results of equipment spare parts demand data.

AlgorithmEstimating index
MAPEComputing time (s)

Genetic algorithm6.9620%27.59
Particle swarm optimization8.4233%42.31
Modified particle swarm optimization5.0963%51.97