Difference between revisions of "Dynamic Programming"

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Stochastic Dynamic Programming (SDP) and its deterministic counterpart, Dynamic Programming (DP), describe techniques used to solve a class of constrained optimization problems in which decision-making today affects the stock of a resource and decision-making in future periods. 
 
  
Helpful examples of the use of DP or SDP modeling techniques can be found in the following papers:
 
 
* Bryant, K.J., J.W. Mjelde, and R.D. Lacewell. 1993. An intraseasonal dynamic optimization model to allocate irrigation water between crops. ''American Journal of Agricultural Economics'', 75:1021-1029.
 
* Cobourn, K.M., R.E. Goodhue, and J.C. Williams. 2013. Managing a pest with harvest timing: implications for crop quality and price. ''European Review of Agricultural Economics'', 40:761-784.
 
* Livingston, M., M.J. Roberts, and Y. Zhang. 2015. Optimal sequential plantings of corn and soybeans under price uncertainty. ''American Journal of Agricultural Economics'', 97:855-878.
 
 
Project team members can access these papers in the project Dropbox folder (directory: Model Integration > Model papers > SDP).
 

Latest revision as of 10:26, 13 January 2016