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What are the limitations of transportation models?

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Constant Supply, Demand, and Static nature

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Limitations of transportation models include assumptions of constant supply and demand, disregarding real-world complexities, and potential challenges in handling large-scale problems.


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Here are the limitations of OR Transportation Models: Assumption of Linearity, Static Nature, Constant Supply and Demand, Binary Solution, Single Objective Function, etc.

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Here's Some of Limitation of Tranpo Models 

  1. Simplifying Assumptions: Models make simplifications that may not reflect real-world complexities.
  2. Static Nature: Assumptions of constant parameters might not match dynamic real-world conditions.
  3. Limited Scope: Models often focus on cost, ignoring time, preferences, and disruptions.
  4. Data Dependency: Accurate and updated data is crucial for effective model implementation.
  5. Large-Scale Complexity: Complexity increases with more sources, destinations, and products.
  6. Solution Interpretation: Optimal solutions might be challenging to interpret practically.
  7. Competing Objectives: Balancing multiple goals can be difficult for transportation models.
  8. Ignored Constraints: Some constraints like capacity limits might be overlooked.
  9. Human Factors: Human expertise and unexpected events may not be adequately considered.
  10. Implementation Costs: Model development and maintenance involve costs.
  11. Optimal Solution Limitations: Optimal solutions might not always be feasible or practical.
  12. Complex Real-World Scenarios: Real-world networks can be intricate, challenging to model accurately.


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slayyy!! thanks a lot!

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Transportation models, commonly used in operations research and logistics, are mathematical techniques that help optimize the distribution of goods and resources from multiple sources to multiple destinations

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