Can CVX handle jointly convex functions? If so, why do many papers carry out first-order Taylor expansions for jointly convex functions?
I hope someone can help me. This problem has been bothering me for a long time.
Can CVX handle jointly convex functions? If so, why do many papers carry out first-order Taylor expansions for jointly convex functions?
I hope someone can help me. This problem has been bothering me for a long time.
CVX can handle ONLY jointly convex functions. In fact it can handle only some special carefully selected examples of jointly convex functions.
Many thanks for your answer.
Now that CVX can handle joint convex functions, why do many papers carry out Taylor expansion for jointly convex functions?
Is it because it can only handle part of the jointly convex functions like you said?