A symbolic differential algebra package makes automatic differentiation produce closed-form derivative expressions, yielding faster repeated evaluation on the tested function.
Analytical differentiation on a digital computer,
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Higher-Order Automatic Differentiation Using Symbolic Differential Algebra: Bridging the Gap between Algorithmic and Symbolic Differentiation
A symbolic differential algebra package makes automatic differentiation produce closed-form derivative expressions, yielding faster repeated evaluation on the tested function.