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Aug 21, 2016 at 0:18 comment added fedja @Robert Israel Indeed, though the disconnectedness in my example is even more malignant because it can proliferate (just consider the block matrix with $n$ two by two blocks; it will create $2^n$ components each of which can be destroyed by a separate restriction and, therefore, has to be caught by any "sure" algorithm. Thus, the complexity is at least exponential in $n$ :-( )
Aug 17, 2016 at 21:33 comment added Robert Israel When the bounds allow it, you may have some solutions with $\det(A) > 0$ and others with $\det(A) < 0$, but of course none with $\det(A)=0$, so again the set of solutions is disconnected.
Aug 17, 2016 at 14:17 comment added fedja Another thing this example shows is that the set of solutions may be disconnected, which is extremely disconcerting as far as general constraint problems go...
Aug 17, 2016 at 14:03 history edited fedja CC BY-SA 3.0
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Aug 17, 2016 at 13:51 history answered fedja CC BY-SA 3.0