- Armonk NY, US Irina Dumitrescu - Carlton, AU Irvin Lustig - Short Hills NJ, US Olivia Smith - Melborne, AU
International Classification:
G06F 19/00
Abstract:
A method for optimizing allocation of surgical resources includes receiving a set of input parameters including a schedule of operating room availability, a list of surgery departments, and a list of patients waiting for surgery. Historical operating room usage data and historical patient waiting list data are received. An operating room usage model is based on the received historical operating room usage data and the historical patient waiting list data. A future operating room availability is scheduled. A set of operating room resources required for each of the patients waiting for surgery is scheduled. A schedule for future operating room usage is generated to accommodate the list of surgery department, the list of patients, and the scheduled future operating room availability by optimizing an assignment of each of the patients and respective scheduled set of operating room resources required.
Price-And-Branch Algorithm For Mixed Integer Linear Programming
- Armonk NY, US IRVIN J. LUSTIG - Short Hills NJ, US
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION - Armonk NY
International Classification:
G06F 17/11
Abstract:
A method includes forming a working mixed integer linear program (MILP) from a given MILP at least by choosing a subset of variables from the MILP, wherein the working MILP includes the chosen subset of variables but no other variables from the given MILP. The working MILP is solved to determine a solution. Using the solution, a special linear program is formed and solved to determine a price of each constraint relative to the solution. Using the prices, variables that are not in the working MILP are evaluated to determine any variables that can contribute to an improved solution. The variables evaluated as contributing to an improved solution are added to the working MILP. The working MILP with the added variables is solved. Apparatus and program products are also disclosed.
Transformation Of Financial Target And Quota Deployment
- Armonk NY, US Lena Granovsky - North Salem NY, US Saleem Hussain - Armonk NY, US Yingdong Lu - Yorktown Heights NY, US Irvin J. Lustig - Short Hills NJ, US Bonnie K. Ray - South Nyack NY, US Mark S. Squillante - Greenwich CT, US Xiaoting Wang - San Diego CA, US
International Classification:
G06Q 30/02 G06Q 40/00
Abstract:
One or more processors determine a financial target for a plurality of business accounts across a plurality of product brands that are included in a business account level of an organizational hierarchy of a business organization. The organizational hierarchy includes a plurality of levels. One or more processors determine respective financial targets and quotas for a plurality of nodes included in a level of the organizational hierarchy. One or more processors determine respective financial targets for combinations of business accounts and product brands. The determination of the financial targets is based on a statistical model that is fitted at a middle level of the organizational hierarchy, and a risk-based stochastic optimization that is used to set financial targets and quotas at one or more levels of the organizational hierarchy.
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