Page 195 of the TeXBook reads:
Although formulas within a paragraph always break after binary operations and relations, displayed formulas always break before binary operations and relations.
What is the reason for this rule?
That statement by Knuth regarding displayed equations is Knuth's opinion. It is not a universally accepted typography rule. From a quick glance at multiple books and journals, there apparently is not a universally accepted typography rule.