The original Aldi chain was owned by a pair of brothers who divided it between themselves into Aldi North and South. Trader Joe's is a subsidiary of Aldi North. US Aldi stores are part of Aldi South.
I don't know officially but several years ago a friend told me the owners are brothers
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