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In this talk I will begin by briefly reviewing the basic theory of shock waves. I will then, mostly through computational examples, describe the various pitfalls in trying to numerically solve equations with shock solutions. Finally, I will describe some strategies based on adaptive mesh refinement to obtain highly accurate numerical solutions.