Correct predictions are in blue. If we detect only a subset of a labelled sentence, we highlight the caught part as blue, the missing part light blue. False positives are in green and false negatives are in red.

Problem Outsourcing — Constraint detection

In this model , a manufacturer selects a set of suppliers for the components of his products . Different suppliers offer different discount schedules - all-units discount or incremental discount . Each supplier has a supply capacity on the total number of items . The objective is to find the purchasing quantities for each item from the suppliers to meet the demands at a minimum cost . The costs include purchasing costs and setup costs . A setup cost occurs whenever a positive quantity of any item is ordered from a supplier . Such quantities must be within given ranges . Features : a mix of suppliers that offer either various discounts ; setup costs for ordering ; capacity limits for each supplier .

Problem Outsourcing — Detection of the decisions and objects to be modeled

In this model , a manufacturer selects a set of suppliers for the components of his products . Different suppliers offer different discount schedules - all-units discount or incremental discount . Each supplier has a supply capacity on the total number of items . The objective is to find the purchasing quantities for each item from the suppliers to meet the demands at a minimum cost . The costs include purchasing costs and setup costs . A setup cost occurs whenever a positive quantity of any item is ordered from a supplier . Such quantities must be within given ranges . Features : a mix of suppliers that offer either various discounts ; setup costs for ordering ; capacity limits for each supplier .

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