An operations research approach to the problem of the sugarcane selection

被引:7
作者
Calija, V
Higgins, AJ
Jackson, PA
Bielig, LM
Coomans, D
机构
[1] James Cook Univ, CRC Sustainable Sugar Prod, Smithfield, Qld 4878, Australia
[2] CSIRO Sustainable Ecosyst, Indooroopilly, Qld 4068, Australia
[3] CSIRO Plant Ind, Davies Lab, Aitkenvale, Qld 4814, Australia
[4] James Cook Univ, Dept Trop Plant Sci, Aitkenvale, Qld 4814, Australia
[5] James Cook Univ, Dept Math & Stat, Aitkenvale, Qld 4814, Australia
关键词
optimisation; simulation; stochastic models; agriculture;
D O I
10.1023/A:1016054911470
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Selection for superior clones is the most important aspect of sugar cane improvement programs, and is a long and expensive process. While studies have investigated different components of selection independently, there has not been a whole system approach to improve the process. This study observes the problem as an integrated system, where if one parameter changes the state of the whole system changes. A computer based stochastic simulation model that accurately represents the selection was developed. This paper describes the simulation model, showing its accuracy as well as how a combination of dynamic programming and branch and bound can be applied to the model to optimise the selection system, giving a new application of these techniques. The model can be directly applied to any region targeted by sugarcane breeding programs or to other clonally propagated crops.
引用
收藏
页码:123 / 142
页数:20
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