Publication | Open Access
Introduction to Automatic Differentiation
159
Citations
6
References
2003
Year
Natural Language ProcessingSimple ExampleComputer ProgramsAbstract AutomaticEngineeringAutomated ReasoningProgram AnalysisComputational LinguisticsAutomatic DifferentiationComputer EngineeringDerivative-free OptimizationComputer ScienceAutomated AnalysisDifferential AnalysisComputational ToolsCorpus Linguistics
Abstract Automatic, or algorithmic, differentiation (AD) is a chain rule‐based technique for evaluating derivatives of functions given as computer programs for their elimination. We review the main characteristics and application of AD and illustrate the methodology on a simple example.
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