This paper presents the concepts of uncertain environment, event, chance fu
nction and principle of uncertainty for fuzzy random decision systems, thus
offering a theoretical framework of fuzzy random dependent-chance programm
ing. A hybrid intelligent algorithm is applied to solving fuzzy random depe
ndent-chance programming models. Some numerical examples are also provided
to illustrate the effectiveness of hybrid intelligent algorithm.