Learning and Intelligent OptimizatioN Conference
LION 6, Paris,
Jan 16-20, 2012
Image from wikimedia commons (author: Benh Lieu Song)
News:Please register asap, see registration page for details, or directly the
INRIA registration web site
Invited speakers and tutorials are defined (pls see the dedicated page in the left menu).
Instructions for authors of accepted papers .
Scope of the conference
The large variety of heuristic algorithms for hard optimization problems raises numerous interesting and challenging issues. Practitioners are confronted with the burden of selecting the most appropriate method, in many cases through an expensive algorithm configuration and parameter tuning process, and subject to a steep learning curve. Scientists seek theoretical insights and demand a sound experimental methodology for evaluating algorithms and assessing strengths and weaknesses. A necessary prerequisite for this effort is a clear separation between the algorithm and the experimenter, who, in too many cases, is "in the loop" as a crucial intelligent learning component. Both issues are related to designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained from different runs or during a single run can improve the algorithm development and design process and simplify the applications of high-performance optimization methods. Combinations of algorithms can further improve the robustness and performance of the individual components provided that sufficient knowledge of the relationship between problem instance characteristics and algorithm performance is obtained.
This meeting, which continues the successful series of LION events (see LION 4 at Venice, and LION 5 at Rome), is aimed at exploring the intersections and uncharted territories between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. The main purpose of the event is to bring together experts from these areas to discuss new ideas and methods, challenges and opportunities in various application areas, general trends and specific developments.
OrganizationConference and Technical Program Committee Co-Chairs:
Local organization: Esther Slamitz, email: firstname.lastname@example.org
Special issue planned by: AMAI (Annals of Mathematics and Artificial Intelligence)
VenueMicrosoft France conference facility, Paris
LION Steering Committee: Roberto Battiti (head), Holger Hoos, Mauro Brunato, Thomas Stuetzle, Christian Blum, Martin Charles Golumbic, Xin Yao, Benjamin W. Wah
Technical supportWeb Chair: Pietro Zanoni (email@example.com)
LinkIf you want to link to this event from your local pages, just cut and paste the following four lines in HTML:
<a href="http://www.intelligent-optimization.org/LION6/"> <IMG src="http://lion.dit.unitn.it/~battiti/images/lion-small-new.jpg"> LION 6, Learning and Intelligent OptimizatioN, Paris, Jan 16-20, 2012 </a>To obtain a link in your page that looks like:
LION 6, Learning and Intelligent OptimizatioN, Paris, Jan 16-20, 2012
Photos during LION5, Learning and Intelligent Optimization, Rome, courtesy of Andre' G. Santos.
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