Capsicum breeding programs have been done by selecting plants within pre-existent populations of accessions. Development of a new variety with high yield with fruit quality traits is one of the major goals of any breeding program. The first step in a success- ful breeding program is to select the appropriate parents, and by combining the breeding value of them, to produce superior hybrids. Identification of parental combinations that produce hybrids with superior yield is the most important step in develop- ing a hybrid. However, this is one of the most costly and time consuming steps in any hybrid breeding program, because it is necessary to cross the available inbred lines and evaluate the hybrids in extensive yield trials