2 Search Results for "Heinz, Thomas"

Document
DOI: 10.4230/DagSemProc.08441.2
08441 Final Report – Emerging Uses and Paradigms for Dynamic Binary Translation

Authors: Erik Altman, Bruce R. Childers, Robert Cohn, Jack Davidson, Koen De Brosschere, Bjorn De Sutter, Anton M. Ertl, Michael Franz, Yuan Gu, Matthias Hauswirth, Thomas Heinz, Wei-Chung Hsu, Jens Knoop, Andreas Krall, Naveen Kumar, Jonas Maebe, Robert Muth, Xavier Rival, Erven Rohou, Roni Rosner, Mary Lou Soffa, Jens Troeger, and Christopher Vick

Published in: Dagstuhl Seminar Proceedings, Volume 8441, Emerging Uses and Paradigms for Dynamic Binary Translation (2009)

Abstract
Software designers and developers face many problems in designing, building, deploying, and maintaining cutting-edge software applications–reliability,security,performance,power,legacy code,use of multi-core platforms,and maintenance are just a few of the issues that must be considered. Many of these issues are fundamental parts of the grand challenges in computer science such as reliability and security.
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Erik Altman, Bruce R. Childers, Robert Cohn, Jack Davidson, Koen De Brosschere, Bjorn De Sutter, Anton M. Ertl, Michael Franz, Yuan Gu, Matthias Hauswirth, Thomas Heinz, Wei-Chung Hsu, Jens Knoop, Andreas Krall, Naveen Kumar, Jonas Maebe, Robert Muth, Xavier Rival, Erven Rohou, Roni Rosner, Mary Lou Soffa, Jens Troeger, and Christopher Vick. 08441 Final Report – Emerging Uses and Paradigms for Dynamic Binary Translation. In Emerging Uses and Paradigms for Dynamic Binary Translation. Dagstuhl Seminar Proceedings, Volume 8441, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)

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@InProceedings{altman_et_al:DagSemProc.08441.2,
  author =	{Altman, Erik and Childers, Bruce R. and Cohn, Robert and Davidson, Jack and De Brosschere, Koen and De Sutter, Bjorn and Ertl, Anton M. and Franz, Michael and Gu, Yuan and Hauswirth, Matthias and Heinz, Thomas and Hsu, Wei-Chung and Knoop, Jens and Krall, Andreas and Kumar, Naveen and Maebe, Jonas and Muth, Robert and Rival, Xavier and Rohou, Erven and Rosner, Roni and Soffa, Mary Lou and Troeger, Jens and Vick, Christopher},
  title =	{{08441 Final Report – Emerging Uses and Paradigms for Dynamic Binary Translation}},
  booktitle =	{Emerging Uses and Paradigms for Dynamic Binary Translation},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2009},
  volume =	{8441},
  editor =	{Bruce R. Childers and Jack Davidson and Koen De Bosschere and Mary Lou Soffa},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.08441.2},
  URN =		{urn:nbn:de:0030-drops-18888},
  doi =		{10.4230/DagSemProc.08441.2},
  annote =	{Keywords: Dynamic binary translation, Virtual machines}
}
Document
DOI: 10.4230/DagSemProc.06061.9
The Factorized Distribution Algorithm and the Minimum Relative Entropy Principle

Authors: Heinz Mühlenbein and Robin Höns

Published in: Dagstuhl Seminar Proceedings, Volume 6061, Theory of Evolutionary Algorithms (2006)

Abstract
We assume that the function to be optimized is additively decomposed (ADF). Then the interaction graph $G_{ADF}$ can be used to compute exact or approximate factorizations. For many practical problems only approximate factorizations lead to efficient optimization algorithms. The relation between the approximation used by the FDA algorithm and the minimum relative entropy principle is discussed. A new algorithm is presented, derived from the Bethe-Kikuchi approach in statistical physics. It minimizes the relative entropy to a Boltzmann distribution with fixed $eta$. We shortly compare different factorizations and algorithms within the FDA software. We use 2-d Ising spin glass problems and Kaufman's n-k function as examples.
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Heinz Mühlenbein and Robin Höns. The Factorized Distribution Algorithm and the Minimum Relative Entropy Principle. In Theory of Evolutionary Algorithms. Dagstuhl Seminar Proceedings, Volume 6061, pp. 1-27, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2006)

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@InProceedings{muhlenbein_et_al:DagSemProc.06061.9,
  author =	{M\"{u}hlenbein, Heinz and H\"{o}ns, Robin},
  title =	{{The Factorized Distribution Algorithm and the Minimum Relative Entropy Principle}},
  booktitle =	{Theory of Evolutionary Algorithms},
  pages =	{1--27},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2006},
  volume =	{6061},
  editor =	{Dirk V. Arnold and Thomas Jansen and Michael D. Vose and Jonathan E. Rowe},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.06061.9},
  URN =		{urn:nbn:de:0030-drops-5973},
  doi =		{10.4230/DagSemProc.06061.9},
  annote =	{Keywords: Junction tree, minimum relative entropy, maximum likelihood, Bethe-Kikuchi approximation}
}
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