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Approaches to Problem Solving Essay Preview: Approaches to Problem Solving Report this essay Essay topic: Compare and contrast the generate-and-test, the means-end analysis, and the reasoning-by-analogy approaches to problem solving. Give examples of each and apply at least one to current research. How does one go about solving problems? There are many different methods but.