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Follow @Erling’s advice to improve the scaling so that numbers in your problem are either exactly zero or much closer in magnitude to one than they are now
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Recognize that SCA is a heuristic algorithm which may not converge to anything, let alone a global or even local optimum of the original problem, and that the starting values of the variables being convexified may affect what, if anything, it does converge to,.