What are the limitations of linear programming?
An example of an AI chatbot conversation about the limitations of linear programming.
What are the limitations of linear programming?
Linear programming has several limitations, including its assumption of linearity, which may not reflect real-world scenarios.
Can you explain the assumption of linearity?
Sure! The assumption of linearity means that relationships between variables are represented as straight lines, which may not always be true.
What happens if the relationships are non-linear?
If relationships are non-linear, linear programming may not provide optimal solutions, and other methods like non-linear programming should be used.
Are there any other limitations I should be aware of?
Yes, other limitations include the requirement for certainty in parameters and the inability to handle integer constraints directly.
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