A solution to Haldane's dilemma (the cost to the population of natural selection) is provided by general adaptations and other changes that increase the mean population fitness. This permits rapid adaptive genetic change under some circumstances. A simple quantitative model of the genetic load due to heterosis is presented, and it is concluded that nonadditive interlocus interaction is the most probable means for preventing this load from being excessive.