A new type of random walk called the generalized random walk has been developed to address limitations of traditional random walks. This new model can have a wide range of distributions, not just normal or lognormal. When properly set up, it can converge to the lognormal distribution. Generalized random walks are closely linked to a u function and can be used in option pricing.