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Understanding the 2-Center Problem and its Equivalence to Covering Problems

This document presents an analysis of the 2-Center Problem, highlighting its similarity to the covering problem, C(z). It discusses the conditions for the minimal objective function value of C(z) and the equivalence between C(z) and the 2-Center Problem, P1. Theoretical concepts are illustrated with practical examples, including a discussion on the n-Center Problem and algorithms related to location optimization on general networks. Key insights on median problems are also provided, making this a comprehensive resource for understanding location logistics.

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Understanding the 2-Center Problem and its Equivalence to Covering Problems

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  1. ISEN 601Location Logistics Dr. Gary M. Gaukler Fall 2011

  2. 2-Center Problem Alternative formulation (P1): Note:

  3. 2-Center Problem Looks almost like a covering problem! Consider the covering problem C(z): Note that for the 2-center case, the minimal objective function value of C(z) must be <=2

  4. 2-Center Problem Equivalence of C(z) and P1:

  5. 2-Center Problem Hence:

  6. 2-Center Problem Example:

  7. 2-Center Problem Example:

  8. 2-Center Problem Example:

  9. 2-Center Problem Example:

  10. 2-Center Problem Example:

  11. n-Center Problem General approach:

  12. n-Center Problem Algorithm:

  13. n-Center Problem Algorithm:

  14. Location on General Networks • Example:

  15. Median Problem on GNs • Recall: node optimality for median problems

  16. Node Optimality on GNs • Let’s look at a 1-median problem:

  17. Node Optimality on GNs • Distances for the sample network:

  18. Node Optimality on GNs

  19. Solving the 1-median Problem

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