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This work focuses mainly on one of the most essential decision problems for cooperative planning, namely the allocation of outcomes that are considered with an application to cooperative routing. Based on the described cooperative scenarios two types of allocation problems are intensively studied: the cost allocation problem and the allocation problem arising in a multi-objective cooperation.