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Stochastic Linear Programming (Paperback, Softcover reprint of the original 1st ed. 1976)
Loot Price: R1,419
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Stochastic Linear Programming (Paperback, Softcover reprint of the original 1st ed. 1976)
Series: OEkonometrie und Unternehmensforschung Econometrics and Operations Research, 21
Expected to ship within 10 - 15 working days
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Todaymanyeconomists, engineers and mathematicians are familiar with
linear programming and are able to apply it. This is owing to the
following facts: during the last 25 years efficient methods have
been developed; at the same time sufficient computer capacity
became available; finally, in many different fields, linear
programs have turned out to be appropriate models for solving
practical problems. However, to apply the theory and the methods of
linear programming, it is required that the data determining a
linear program be fixed known numbers. This condition is not
fulfilled in many practical situations, e. g. when the data are
demands, technological coefficients, available capacities, cost
rates and so on. It may happen that such data are random variables.
In this case, it seems to be common practice to replace these
random variables by their mean values and solve the resulting
linear program. By 1960 various authors had already recog nized
that this approach is unsound: between 1955 and 1960 there were
such papers as "Linear Programming under Uncertainty," "Stochastic
Linear Pro gramming with Applications to Agricultural Economics,"
"Chance Constrained Programming," "Inequalities for Stochastic
Linear Programming Problems" and "An Approach to Linear Programming
under Uncertainty.""
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