It takes the average reader 3 hours and 14 minutes to read Composite Variable Formulations for Express Shipment Service Network Design by Andrew Paul Armacost
Assuming a reading speed of 250 words per minute. Learn more
In this thesis, we consider large-scale network design problems, specifically the problem of designing the air network of an express shipment (i. e., overnight) delivery operation. We focus on simultaneously determining the route structure, the assignment of fleet types to routes, and the flow of packages on aircraft. Traditional formulations for network design involve modeling both flow decisions and design decisions explicitly. The bounds provided by their linear programming relaxations are often weak. Common solution strategies strengthen the bounds by adding cuts, but the shear size of the express shipment problem results in models that are intractable. To overcome this shortcoming, we introduce a new modeling approach that 1) removes the flow variables as explicit decisions and embeds them within the design variables and 2) combines the design variables into composite variables, which represent the selection of multiple aircraft routes that cover the demands for some subset of commodities. The resulting composite variable formulation provides tighter bounds and enables very good solutions to be found quickly. We apply this type of formulation to the express shipment operations of the United Parcel Service (UPS). Compared with existing plans, the model produces a solution that reduces the number of required aircraft by almost 11 percent and total annual cost by almost 25 percent. This translates to potential annual savings in the hundreds of millions of dollars.
Composite Variable Formulations for Express Shipment Service Network Design by Andrew Paul Armacost is 188 pages long, and a total of 48,504 words.
This makes it 63% the length of the average book. It also has 59% more words than the average book.
The average oral reading speed is 183 words per minute. This means it takes 4 hours and 25 minutes to read Composite Variable Formulations for Express Shipment Service Network Design aloud.
Composite Variable Formulations for Express Shipment Service Network Design is suitable for students ages 10 and up.
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