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Interpretation of the dual program for optimal groundwater hydraulic control

TitleInterpretation of the dual program for optimal groundwater hydraulic control
Publication TypeJournal Article
Year of Publication1998
AuthorsAhlfeld D. P.
JournalJournal of the American Water Resources Association
Volume34
Issue1
Start Page195
Pagination195–206
Date Published02/1998
ISSN1752-1688
Abstract

Optimization formulations for hydraulic control that take the form of linear programs possess a corresponding dual linear program. The economic and physical interpretations of the dual linear program are examined for formulations in which hydraulic head in groundwater systems is constiained. In each case it is shown that the dual linear program has a physically meaningful interpretation. For a hydraulic gradient control formulation used for remedial analysis it is shown that the dual variable can be interpreted as the remedial benefit due to each gradient control constraint. The dual linear program maximizes the remedial benefit. The value of the dual variable can be used to compute such useful properties as the total remedial benefit of pumping at a specific location. For a formulation that optimizes aquifer yield while constraining drawdown the dual variable can be used to measure the total cost of drawdown capacity consumption per unit of pumping at a specific location. The dual program minimizes the cost of drawdown capacity consumption. By examining the meaning of the dual linear program an alternate statement of the problem under study is revealed. Quantities arising from the dual program add to the value of the optimization approach. Significant new information can be derived from existing linear optimization formulations with minimal additional computational effort.

URLhttp://dx.doi.org/10.1111/j.1752-1688.1998.tb05972.x
DOI10.1111/j.1752-1688.1998.tb05972.x