Uwe Naumann

Paul Hovland

Jean Utke

Christian H. Bischof

H. Martin Bücker

The Fifth International Conference on Automatic Differentiation held from August 11 to 15, 2008 in Bonn, Germany, is the most recent one in a series that began in Breckenridge, USA, in 1991 and continued in Santa Fe, USA, in 1996, Nice, France, in 2000 and Chicago, USA, in 2004. The 31 papers included in these proceedings re?ect the state of the art in automatic differentiation (AD) with respect to theory, applications, and tool development. Overall, 53 authors from institutions in 9 countries contributed, demonstrating the worldwide acceptance of AD technology in computational science. Recently it was shown that the problem underlying AD is indeed NP-hard, f- mally proving the inherently challenging nature of this technology. So, most likely, no deterministic “silver bullet” polynomial algorithm can be devised that delivers optimum performance for general codes. In this context, the exploitation of doma- speci?c structural information is a driving issue in advancing practical AD tool and algorithm development. This trend is prominently re?ected in many of the pub- cations in this volume, not only in a better understanding of the interplay of AD and certain mathematical paradigms, but in particular in the use of hierarchical AD approaches that judiciously employ general AD techniques in application-speci?c - gorithmic harnesses. In this context, the understanding of structures such as sparsity of derivatives, or generalizations of this concept like scarcity, plays a critical role, in particular for higher derivative computations.

Advances in Automatic Differentiation

Andreas Griewank

George Corliss

Christele Faure

Laurent Hascoet

A survey book focusing on the key relationships and synergies between automatic differentiation (AD) tools and other software tools, such as compilers and parallelizers, as well as their applications. The key objective is to survey the field and present the recent developments. In doing so the topics covered shed light on a variety of perspectives. They reflect the mathematical aspects, such as the differentiation of iterative processes, and the analysis of nonsmooth code. They cover the scientific programming aspects, such as the use of adjoints in optimization and the propagation of rounding errors. They also cover "implementation" problems.

From Simulation to Optimization

Automatic Differentiation of Algorithms

Jahrbuch für antifaschist. Literatur u. Kunst

Sammlung

In this entry-level book on algorithmic (also known as automatic) differentiation (AD) the author covers the mathematical underpinnings as well as applications to real-world numerical simulation programs. Readers will find many examples and exercises, including hints to solutions. A supplementary website contains software sources, additional exercises, useful links and errata.

An Introduction to Algorithmic Differentiation

The Art of Differentiating Computer Programs

Materialien Anna Seghers "Das siebte Kreuz"

Materialien

Anna Seghers, Das siebte Kreuz

Rowohlt E-Book Monographie Klaus Mann, 1906 als ältester Sohn von Thomas und Katia Mann geboren, begann als literarisches Enfant terrible. Nach dem Machtantritt der Nazis 1933 wurde er zu einem wichtigen Repräsentanten der Hitler-Gegner. Mit eigenen Zeitschriften und mit Romanen wie «Mephisto» (1936) und «Der Vulkan» (1939) kämpfte er gegen das Dritte Reich. Seine Autobiographie «Der Wendepunkt» ist eine der eindrucksvollsten Epochenbilanzen der deutschsprachigen Literatur. Er starb 1949, nur 42 Jahre alt, an den Folgen einer Überdosis Schlaftabletten. Das Bildmaterial der Printausgabe ist in diesem E-Book nicht enthalten.

Klaus Mann

Uwe Naumann

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