Abstract: Methods, systems, and software for conducting a marketing campaign are described. One or more scores associated with sending offers to proposed contacts are received; and an overall campaign score corresponding to a sum of the scores is optimized to generate optimal assignments of offers to customers. The optimal assignments are included in the marketing campaign.

Abstract: Methods, systems, and software for conducting a marketing campaign are described. One or more scores associated with sending offers to proposed contacts are received; and an overall campaign score corresponding to a sum of the scores is optimized to generate optimal assignments of offers to customers. The optimal assignments are included in the marketing campaign.

Abstract: Methods, systems, and software for conducting a marketing campaign are described. One or more scores associated with sending offers to proposed contacts are received; and an overall campaign score corresponding to a sum of the scores is optimized to generate optimal assignments of offers to customers. The optimal assignments are included in the marketing campaign.

Abstract: Methods, systems, and software for conducting a marketing campaign are described. One or more scores associated with sending offers to proposed contacts are received; and an overall campaign score corresponding to a sum of the scores is optimized to generate optimal assignments of offers to customers. The optimal assignments are included in the marketing campaign.

Abstract: Methods, systems, and software for combinatorial optimization are described. A first combination of offers are selected from a list of combinations of offers that pass a first set of rules belonging to a first category of rules, and it is determined whether the first combination of offers passes a second set of rules belonging to a second, different category of rules. If the first combination passes the second set of rules, the first combination is returned as a solution.

Abstract: System and method for planning transportation shipments for delivery and pickup of goods. The system may plan shipments based on such factors as requested goods to be picked up and delivered, while minimizing the cost of the shipments planned. Constraints can be placed on the transportation resources and the goods to be moved that will restrict the possible shipments considered by the planning method. The method may be capable of considering all possible locations through which goods can be moved by shipments. The method may also be capable of quickly solving problems with a large number of potentially varying goods to be transported.