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LION 2021 : The 15th Learning and Intelligent Optimization Conference
LION 2021 : The 15th Learning and Intelligent Optimization Conference

LION 2021 : The 15th Learning and Intelligent Optimization Conference

Athens, Greece
Event Date: June 20, 2021 - June 25, 2021
Submission Deadline: February 15, 2021
Notification of Acceptance: March 31, 2021
Camera Ready Version Due: May 15, 2021



About

The large variety of heuristic algorithms for hard optimization problems raises numerous interesting and challenging issues. Practitioners using heuristic algorithms for hard optimization problems are confronted with the burden of selecting the most appropriate method, in many cases through expensive algorithm configuration and parameter tuning. Scientists seek theoretical insights and demand a sound experimental methodology for evaluating algorithms and assessing strengths and weaknesses. This effort requires a clear separation between the algorithm and the experimenter, who, in too many cases, is "in the loop" as a motivated intelligent learning component. LION deals with 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 online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components.


Call for Papers

LION15 welcomes high quality submissions on the broad topics of machine learning, artificial intelligence, energy, mathematical programming, optimization (models, algorithms and applications) and heuristics. Additionally, more specialized, submission topics for long and short papers may include, but are not limited to:

  • automatic solver configuration
  • parallel methods for search and optimization
  • hard combinatorial optimization problems
  • intelligent optimization in health, e-health, bioinformatics and neurosciences
  • machine learning and optimization methods in tourism and hospitality
  • nature-inspired algorithms for combinatorial optimization problems
  • hard combinatorial optimization problems in combinatorics, computational geometry and machine learning
  • DC (difference of convex functions) learning: theory, algorithms and applications
  • computational intelligence for smart cities
  • computational intelligence for autonomous driving
  • optimization and management in smart manufacturing
  • algorithms and applied optimization for environmental data science
  • machine learning and robust optimization techniques in finance applications
  • machine learning and optimization methods in software engineering



Best Deals



Summary

LION 2021 : The 15th Learning and Intelligent Optimization Conference will take place in Athens, Greece. It’s a 6 days event starting on Jun 20, 2021 (Sunday) and will be winded up on Jun 25, 2021 (Friday).

LION 2021 falls under the following areas: ARTIFICIAL INTELLIGENCE, OPTIMIZATION, etc. Submissions for this Conference can be made by Feb 15, 2021. Authors can expect the result of submission by Mar 31, 2021. Upon acceptance, authors should submit the final version of the manuscript on or before May 15, 2021 to the official website of the Conference.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the LION 2021

  • Short Name: LION 2021
  • Full Name: The 15th Learning and Intelligent Optimization Conference
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of LION 2021
  • Event Type: Conference
  • Website Link: https://lion15.sba-research.org/
  • Location/Address: Athens, Greece


Credits and Sources

[1] LION 2021 : The 15th Learning and Intelligent Optimization Conference


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