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Should one wish to optimize a network on a criterion that is different from the criterion that governs the flows over the network, complex systems behavior looms. This report advocates the use of back casting as most likely approach to optimize complex networks on an infinite horizon basis. In a network that should be build up, the procedure that leads to a (near) optimal construction strategy is demonstrated. 



First, one assesses the optimal end state of the system. Second, one determines the time that is required for the construction works to transform the network from the original configuration to the optimal end configuration. Consequently, one back casts the system configuration under the condition that the shadow price of a network link modification is equal for all network links. As long as the attainability domain is respected, this procedure is shown to provide near optimal results. Whether the near optimal results are also unique, optimal results is not mathematically proven.</abstract>
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