Differentiation arithmetic is a principal and accurate technique for the computational evaluation of derivatives of first and higher order. This article aims at recasting real differentiation arithmetic in a formalized theory of dyadic real differentiation numbers that provides a foundation for first and higher order automatic derivatives. After we set the stage by putting on a systematic basis certain fundamental notions of the algebra of differentiation numbers, we begin by setting up an axiomatic theory of real differentiation arithmetic, as a many-sorted extension of the theory of a continuously ordered field, and then establish the proofs for its consistency and categoricity. Next, we carefully construct the algebraic system of real di...
This contribution considers the problem of evaluating all pure and mixed partial derivatives of some...
Topics related to the differentiation of real functions have received considerable attention during ...
summary:Automatic differentiation is an effective method for evaluating derivatives of function, whi...
Differentiation arithmetic is a principal and accurate techniquefor the computational evaluation of ...
It is shown how the techniques of automatic differentiation can be viewed in a broader context as an...
Abstract. This paper presents a graded hierarchy or chain of binary operations on the reals and the ...
We present semantic correctness proofs of automatic differentiation (AD). Weconsider a forward-mode ...
We present semantic correctness proofs of automatic differentiation (AD). We consider a forward-mode...
In mathematics and computer algebra, automatic differentiation (AD) is a set of techniques to evalua...
This article provides an overview of some of the mathematical prin- ciples of Automatic Differentia...
We present semantic correctness proofs of Automatic Differentiation (AD). We consider a forward-mode...
This thesis is an exposition of the article Arithmetic of Differentiation by L.B Rall. It gives a ...
This article provides a short overview of the theory of First Order Automatic Differentiation (AD) f...
We study the deep relation existing between differential logical relations and incremental computing...
We study the high order reverse mode of Automatic Differentiation (AD) in the dissertation. Automati...
This contribution considers the problem of evaluating all pure and mixed partial derivatives of some...
Topics related to the differentiation of real functions have received considerable attention during ...
summary:Automatic differentiation is an effective method for evaluating derivatives of function, whi...
Differentiation arithmetic is a principal and accurate techniquefor the computational evaluation of ...
It is shown how the techniques of automatic differentiation can be viewed in a broader context as an...
Abstract. This paper presents a graded hierarchy or chain of binary operations on the reals and the ...
We present semantic correctness proofs of automatic differentiation (AD). Weconsider a forward-mode ...
We present semantic correctness proofs of automatic differentiation (AD). We consider a forward-mode...
In mathematics and computer algebra, automatic differentiation (AD) is a set of techniques to evalua...
This article provides an overview of some of the mathematical prin- ciples of Automatic Differentia...
We present semantic correctness proofs of Automatic Differentiation (AD). We consider a forward-mode...
This thesis is an exposition of the article Arithmetic of Differentiation by L.B Rall. It gives a ...
This article provides a short overview of the theory of First Order Automatic Differentiation (AD) f...
We study the deep relation existing between differential logical relations and incremental computing...
We study the high order reverse mode of Automatic Differentiation (AD) in the dissertation. Automati...
This contribution considers the problem of evaluating all pure and mixed partial derivatives of some...
Topics related to the differentiation of real functions have received considerable attention during ...
summary:Automatic differentiation is an effective method for evaluating derivatives of function, whi...