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LION 2019: Learning and Intelligent OptimizatioN Conference

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투고 마감일:
2019-02-17 Extended
통보일:
2019-03-17
개최일:
2019-05-27
개최지:
Chania, Greece
조회: 12306   팔로우: 0   참가: 0

논문 모집

LION 2019 (Learning and Intelligent OptimizatioN Conference) is an academic conference held in Chania, Greece on 2019-05-27. The paper submission deadline is 2019-02-17 (extended). Acceptance notifications are sent on 2019-03-17.

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, 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.
최종 수정: Dou Sun ()

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관련 저널

CCF정식 명칭영향력 지수출판사ISSN
Computational Optimization and Applications2.0Springer0926-6003
Discrete Optimization1.6Elsevier1572-5286
Journal of Optimization Theory and Applications1.5Springer0022-3239
Engineering Optimization2.2Taylor & Francis0305-215X
Applied Mathematics & Optimization1.7Springer0095-4616
AIEEE Transactions on Multimedia9.7IEEE1520-9210
CKnowledge-Based Systems7.2Elsevier0950-7051
BSoftware & Systems Modeling3.2Springer1619-1366
AIEEE Transactions on Computers3.8IEEE0018-9340
CFuture Generation Computer Systems6.1Elsevier0167-739X

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