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Which method in scipy.optimize supports integer programming?

easy📝 Conceptual Q2 of 15
SciPy - Advanced Optimization

Which method in scipy.optimize supports integer programming?

Alinprog
Bmilp
Cminimize_scalar
Droot
Step-by-Step Solution
Solution:

  1. Step 1: Identify integer programming methods in scipy

    Scipy provides milp for mixed-integer linear programming.

  2. Step 2: Compare with other methods

    linprog is for linear programming without integer constraints; others solve different problems.

  3. Final Answer:

    milp -> Option B

  4. Quick Check:

    Integer programming method = milp [OK]
Quick Trick: Use milp for integer programming in scipy [OK]
Common Mistakes:
  • Choosing linprog which does not handle integer constraints
  • Confusing minimize_scalar with integer programming
  • Selecting root which solves equations, not optimization

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