Theoretically, any woman increases her chances of pregnancy by being in the best shape she can be. However, there are women who would be more susceptible to conceiving at a certain weight, while others wouldn't conceive if above or below a different weight.
In other words, I wouldn't focus on this parameter only. It will probably only cause stress, and that is a great no no when trying to conceive.