1. Optimization of Contract Distribution Based on Multi-objective Estimation of Distribution Algorithm
- Author
-
Hongdong Fan, Hu Laihong, and Xiaogang Yang
- Subjects
Mathematical optimization ,Qualitative analysis ,Estimation of distribution algorithm ,Distribution (number theory) ,Quantitative analysis (finance) ,Robustness (computer science) ,Computer science ,Genetic algorithm - Abstract
Contract distribution is widely exists in modern commercial society, which mainly depends on qualitative analysis, and there still lack studies of quantitative analysis. Based on multi-objective estimation of distribution algorithm (MOEDA), quantitative research idea on contract distribution is explored in this article. First of all, Multi-objective optimization model is built for contract distribution. Then, the algorithm flow base on MOEDA is designed. At last, simulations are carried out and compare with multi-objective genetic algorithm (MOGA). The simulation results show that the MOEDA performs better than MOGA, and verify the effectiveness and robustness of the proposed method in optimization of contract distribution.
- Published
- 2018