How to create a cellular automata rule to achieve a desired pattern?

Question

Normally, to find the rule that is suitable to our need, we have to generate all possible rules and apply each rule on a seed and check whether a rule produces a desired pattern. This method is exhaustive and computationaly intensive.

Is there a way to derive the rule that would generate the desired pattern?