Mutative scale chaos optimization is introduced to form a new hybrid genetic algorithm-chaos genetic algorithm which is applied to predict reserves of hydrocarbon.

• 应用变尺度混沌搜索策略，建立了一种新的混合遗传算法-混沌遗传算法。