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Update constraints.ipynb
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examples/constraints.ipynb

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"source": [
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"# Constrained Optimization\n",
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"Constrained optimization refers to situations in which you must for instance maximize \"f\", a function of \"x\" and \"y\", but the solution must lie in a region where for instance \n"\"x<y\".\n",
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"Constrained optimization refers to situations in which you must for instance maximize \"f\", a function of \"x\" and \"y\", but the solution must lie in a region where for instance \"x<y\".\n",
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"There are two distinct situations you may find yourself in:\n",
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