Reduction Methods of Attributes Based on Improved BPSO

Abstract

This paper proposed the binary particle swam optimization method based on simulated annealing and weak population mutation. We applied this method to casing damage forecast of oil field. Using our new algorithm, attributes reduce to 12 from original 62. It becomes possible to forecast using these 12 attributes as the inputs.