An infinite-dimensional LP duality theorem

被引:6
|
作者
Clark, SA [1 ]
机构
[1] Univ Kentucky, Dept Stat, Lexington, KY 40506 USA
关键词
linear program; strictly positive; adjoint operator; algebraic dual; topological dual;
D O I
10.1287/moor.28.2.233.14479
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
This paper constructs an infinite-dimensional version of the Duality Theorem for a Linear Program (LP). The algebraic dual LP is replaced with a new program called the topological dual LP that closes the range of the adjoint operator. Under some mild nondegeneracy conditions involving strict positivity, the new Duality Theorem asserts that the optimal value of the primal LP equals the optimal value of the topological dual LP. Some applications to mathematical finance are also included.
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页码:233 / 245
页数:13
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