摘要:
Example embodiments relate to net utility determinations based on product replacement and coverage decisions of a customer. In example embodiments, a number of net utility values corresponding to each possible product replacement decision and each possible coverage decision in each of a plurality of time periods is determined. An expected net utility attributable to the customer over the plurality of time periods is then determined based on the determined utility values.
摘要:
A method (200) of eliciting customer preference from purchasing behavior surveys clusters (210) survey respondents into two or more clusters according to a data pattern identified in a dataset (330) of responses to survey questions that include a question regarding a product purchasing decision, and questions regarding respondent attributes (such as behavioral questions) and product attributes. Clustering (210) may be performed based on responses to behavioral questions that are not endogenously linked to any control variables. A model for each cluster, relating purchasing decision responses to product attribute responses, is produced (220), and each model is used to generate (230) projected purchasing decision responses for each cluster by replacing a value relating to a response to a selected product attribute question, which may be a control variable, with an alternative value. The dataset is transformed (240) by replacing purchasing decision responses with the projected responses. Survey respondents are then re-clustered (250), and duster shift is analyzed (260).
摘要:
A system and method for determining the optimum price that a service provider should charge to customers of a periodic extended-product warranty to optimize profits generated from providing such warranties. In one aspect of the present invention the customer is allowed to elect or to cancel warranty coverage on a monthly basis which election is based in part on the customer's expected net utility from his coverage decisions. In one embodiment, the customer can be afforded complete warranty coverage flexibility in terms of his ability to turn coverage on and off whenever desired. In another aspect of the present invention the customer can be allowed to make dynamic repair or replacement decisions in each period based on the product's failure status or on other criteria. By properly modeling optimal extended-product warranty strategies from the perspective of both the customer and from the perspective of the service provider, one can compute the customers' maximum expected discounted net utility and the service provider's expected discounted profit from strategic customers.
摘要:
One embodiment is a method that determines, for a sale of a product and a post-sale service for the product from a supplier to a retailer, an expected supply chain profit for the sale as a function of an effort cost function of the retailer, a quantity of the product ordered, and an expected revenue of the retailer. A wholesale price schedule is determined that is a function of the quantity of the product ordered by the retailer. The wholesale price schedule reduces effects of double marginalization on the sale of the product and the post-sale service.
摘要:
The present disclosure is directed to methods for pricing limited use product warranties to increase profit. Such a method can include selecting a plurality of potential warranty options, where each warranty option has an associated product usage limit and an associated warranty purchase cost; calculating a customer's expected support cost; determining a customer demand for each of the plurality of warranty options; calculating a provider's expected option profit for each of the plurality of warranty options; and calculating a provider's expected total profit for the plurality of warranty options.
摘要:
A technique for verifying and reprovisioning an interconnect fabric design using integer programming techniques. Requirements for the interconnect fabric design to be reprovisioned may be referred to as flow requirements. The flow requirements may include, for example, source and terminal nodes for communication flows and communication bandwidth required for the flows. An existing interconnect fabric design specifies an arrangement of elements of the fabric, such as links and interconnect devices. The invention programmatically verifies whether the existing design satisfies the flow requirements using integer programming techniques. If the existing design does not satisfy the flow requirements, the invention may also be used to reprovision the existing design to satisfy the flow requirements. If any flow(s) cannot be accommodated by the existing design, the integer programming techniques may also be used to identify links that can be added to accommodate the flow(s) Further, a new portion of interconnect fabric may be designed and added to the existing design to accommodate unassigned flows.