A methodology of predicting novel target high-energy compounds has bee
n developed. A formalized approach to computer generation of structura
l isomers starting from previous optimized gross formula has been elab
orated on the joined basis of the graph theory, molecular crystal stru
cture modeling methods and quantum chemistry calculations. Chemical st
ructures are generated as graphs which are subsequently converted to 3
D representations. Then, some physical and chemical properties are cal
culated to evaluate the suitability of the generated compounds for pra
ctical purposes. Predictive capacity of this approach was demonstrated
during the computer generation of new caged compounds structure with
high energy content.