aclib.net

AClib

AClib: Algorithm Configuration Library. Is a benchmark library for instances of the algorithm configuration problem: given a parameterized algorithm A (the so-called target algorithm), a set of problem instances S (the so-called target instances), and a performance metric m, find a parameter setting of A that minimizes metric m across S. An example objective might be to minimize an algorithm's mean runtime. AClib is hosted by Freiburg University and the University of British Columbia. Src/data/config....

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AClib | aclib.net Reviews

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AClib: Algorithm Configuration Library. Is a benchmark library for instances of the algorithm configuration problem: given a parameterized algorithm A (the so-called target algorithm), a set of problem instances S (the so-called target instances), and a performance metric m, find a parameter setting of A that minimizes metric m across S. An example objective might be to minimize an algorithm's mean runtime. AClib is hosted by Freiburg University and the University of British Columbia. Src/data/config&#46...

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AClib | aclib.net Reviews

https://aclib.net

AClib: Algorithm Configuration Library. Is a benchmark library for instances of the algorithm configuration problem: given a parameterized algorithm A (the so-called target algorithm), a set of problem instances S (the so-called target instances), and a performance metric m, find a parameter setting of A that minimizes metric m across S. An example objective might be to minimize an algorithm's mean runtime. AClib is hosted by Freiburg University and the University of British Columbia. Src/data/config&#46...

LINKS TO THIS WEBSITE

coseal.net

Exploratory Landscape Analysis (ELA) | COSEAL

http://www.coseal.net/ela

COnfiguration and SElection of ALgorithms. Exploratory Landscape Analysis (ELA). During the last years the respective research groups at (formerly) TU Dortmund and currently University of Münster and LMU Munich successfully made important steps into this direction for single-objective continuous optimization problems. Links to selected papers are provided below. Selected Research Articles and Material. IEEE Congress on Evolutionary Computation (CEC),. Pages 1311 1318. IEEE Press, Piscataway NJ. Munoz, M&...

coseal.net

COSEAL Workshop 2015 | COSEAL

http://www.coseal.net/coseal-workshop-2015

COnfiguration and SElection of ALgorithms. The organization team for the COSEAL Workshop in 2015 warmly invites you to Paderborn, Germany for the third annual COSEAL Workshop on September 14th and 15th. Here is the important information:. University of Paderborn; Building Q; Warburger Straße 100, 33098 Paderborn, Germany. The entire workshop will be in room Q5.245 (5th floor, room 245 – signs will point you in the right direction). September 14-15, 2015. Please indicate the following:. Will you be attend...

coseal.net

Organisation | COSEAL

http://www.coseal.net/organisation

COnfiguration and SElection of ALgorithms. We are an international group of researchers interested in algorithm selection and algorithm configuration. The group consists of more than 40 members from more than 10 international institutes. If you are interested to join us, please apply at our mailing list. Proudly powered by WordPress. Hosted by the University of Freiburg. Maintainers: M. Lindauer.

ml4aad.org

AClib – Machine Learning for Automated Algorithm Design

http://www.ml4aad.org/algorithm-configuration/aclib

Empirical Performance Models (EPMs). SAT Summer School 2016. AC Hands-on Tutorial (AAAI’16). Empirical Performance Models (EPMs). SAT Summer School 2016. AC Hands-on Tutorial (AAAI’16). The goal of AClib is to define a set of standard benchmarks for algorithm configuration in order to provide a solid foundation for empirical science in the field, much like SATlib, TSPlib, and MIPlib have done in their respective fields. AClib: a Benchmark Library for Algorithm Configuration.

aad.informatik.uni-freiburg.de

Marius Lindauer

http://aad.informatik.uni-freiburg.de/people/lindauer/index.html

How to get here. Research Group Machine Learning. For Automated Algorithm Design. Department of Computer Science. 79110 Freiburg, Germany. Building 074, Room 00-015. 48014458, 7.831083 (DD). My main research focus lies on the performance tuning. Of any kind of algorithm (e.g., SAT solvers or machine learning algorithms) using cutting edge techniques from machine learning and optimization. That enables users to optimize their software in an easy and efficient way. Library of algorithm selection benchmarks.

coseal.net

Algorithm Configuration | COSEAL

http://www.coseal.net/algorithm-configuration

COnfiguration and SElection of ALgorithms. Given a parameterized algorithm. With possible parameter settings. A set of training problem instances. And a performance metric. The algorithm configuration problem is to find a parameter configuration. Proudly powered by WordPress. Hosted by the University of Freiburg. Maintainers: M. Lindauer.

coseal.net

Algorithm Selection Library (ASlib) | COSEAL

http://www.coseal.net/aslib

COnfiguration and SElection of ALgorithms. Algorithm Selection Library (ASlib). Algorithm Selection Scenarios releases. Data set description, Automated Exploratory Data Analysis (EDA), experimental results. Algorithm Selection Scenarios *beta*. Scenario Check Tool (Python). Since ASlib was designed to provide a fair comparison of different algorithm selectors, we run an on-going evaluation. The results can be found here. To be included in the evaluation, please send us. In: Artificial Intelligence Journa...

coseal.net

Algorithm Selection | COSEAL

http://www.coseal.net/algorithm-selection

COnfiguration and SElection of ALgorithms. Of problem instances and a distribution. A space of algorithms. And a performance measure. The per-instance algorithm selection problem is to find a mapping. The performance measure achieved by running the selected algorithm. In expectation across instances. Our article on algorithm selection in Wikipedia. Algorithm Selection literature summary by Lars Kotthoff. Proudly powered by WordPress. Hosted by the University of Freiburg. Maintainers: M. Lindauer.

coseal.net

Workshops | COSEAL

http://www.coseal.net/workshops

COnfiguration and SElection of ALgorithms. Proudly powered by WordPress. Hosted by the University of Freiburg. Maintainers: M. Lindauer.

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aclib.com

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aclib.net

AClib

AClib: Algorithm Configuration Library. Is a benchmark library for instances of the algorithm configuration problem: given a parameterized algorithm A (the so-called target algorithm), a set of problem instances S (the so-called target instances), and a performance metric m, find a parameter setting of A that minimizes metric m across S. An example objective might be to minimize an algorithm's mean runtime. AClib is hosted by Freiburg University and the University of British Columbia. Src/data/config&#46...

aclib.org

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