Multi-objective Management in Freight Logistics: Increasing Capacity, Service Level and Safety with Optimization Algorithms [Hardcover]

Massimiliano Caramia (Author), Paolo Dell'Olmo (Author)

Book Description

ISBN-10: 1848003811 | ISBN-13: 978-1848003811 | Publication Date: November 25, 2008 | Edition: 2nd Printing.

The complexity of modern supply chains requires decision makers in logistics to work with a set of efficient (Pareto optimal) solutions, mainly to catch different economic aspects for which one optimal solution related to a single objective function is not able to capture entirely. Motivated by this, Multi-objective Management in Freight Logistics provides a detailed study of freight transportation systems, with a specific focus on multi-objective modeling. The book provides decision makers with new methods and tools to implement multi-objective optimization models in logistics, combining theoretical aspects with applications, showing the advantages and the drawbacks of adopting scalarization techniques, and when it is worthwhile to reduce the problem to a goal programming one. The book also shows applications where more than one decision maker evaluates the effectiveness of the logistic system and thus a multilevel programming approach is sought to attain meaningful solutions.

Editorial Reviews

From the Back Cover

The complexity of modern supply chains requires decision makers in logistics to work with a set of efficient (Pareto optimal) solutions, mainly to catch different economic aspects for which one optimal solution related to a single objective function is not able to capture entirely. Motivated by this, and by recent changes in global markets and the availability of new transportation services, Multi-objective Management in Freight Logistics provides a detailed study of freight transportation systems, with a specific focus on multi-objective modeling. Multi-objective Management in Freight Logistics provides decision makers with new methods and tools to implement multi-objective optimization models in logistics. The book combines theoretical aspects with applications, showing the advantages and the drawbacks of adopting scalarization techniques, and when it is worthwhile to reduce the problem to a goal programming one. The book also shows applications where more than one decision maker evaluates the effectiveness of the logistic system and thus a multilevel programming approach is sought to attain meaningful solutions. Multi-objective Management in Freight Logistics opens by presenting the general working framework, and with analyses of logistic platforms and intermodality management in large scale transportation systems. This is then followed by a study of multi-objective route planning, based on the application of hazardous material transportation. Additionally, the book examines freight distribution on a smaller scale, as in the case of goods distribution in metropolitan areas. The general approach followed by the text is that of presenting both the network design and the tactical (planning) point of view, providing mathematics, algorithms and related experiments for each problem.

About the Author

Massimiliano Caramia is currently an Associate Professor working for the Faculty of Engineering at the Università di Roma "Tor Vergata". Paulo Dell'Olmo works for the Università di Roma "La Sapienza" in its Department of Statistics, Probability and Applied Statistics.

Product Details

• Hardcover: 203 pages
• Publisher: Springer; 2nd Printing. edition (November 25, 2008)
• Language: English
• ISBN-10: 1848003811
• ISBN-13: 978-1848003811
• Product Dimensions: 9.3 x 6.3 x 0.6 inches
• Shipping Weight: 11.4 ounces (View shipping rates and policies)
• Amazon Best Sellers Rank: #4,416,645 in Books (See Top 100 in Books)

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