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WEPO 2020 : Workshop on Evolutionary and Population-based Optimization

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Link: http://wepo.inginf.units.it/
 
When Nov 25, 2020 - Nov 27, 2020
Where Milan
Submission Deadline Oct 4, 2020
Notification Due Oct 16, 2020
Final Version Due Oct 30, 2020
Categories    workshop   evolutionary computation
 

Call For Papers

Scope & Topics

The Workshop on Evolutionary and Population-based Optimization (WEPO) 2020, part of the The 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020, https://aixia2020.di.unito.it) is intended to foster the discussion about Evolutionary Computation (EC) and Population-based Optimization (PO). The goal of WEPO is to explore and discuss the latest trends, promising results and hot topics in the fields of EC and PO, offering a discussion forum where new research collaborations can be established.
WEPO 2020 is directed towards researchers, practitioners, and students that work on or are interested in evolutionary computation (EC) and population-based optimization (PO) methods. Particular emphasis is given to recent advances in the use of EC and PO in the area of explainable AI.

Topics of Interest

* Genetic Algorithms
* Genetic Programming (tree-based, cartesian, graph-based, grammar-based, linear, semantic, and other kinds of GP)
* Evolution Strategies
* Differential Evolution
* Particle Swarm Optimization and other swarm intelligence methods
* Neuroevolution
* Evolutionary robotics
* Distributed methods in EC and swarm intelligence
* Multi-objective optimization in EC and swarm intelligence
* Cooperative and competitive evolution
* Fitness landscape manipulation
* Real-world applications
* Software packages for population-based optimization methods (including implementations for HPC and GPU)

Important Dates

* Paper submission deadline: October 4th, 2020.
* Notification to authors: October 16th, 2020.
* Camera ready submission: October 30th, 2020.
* Video and slides of the presentation: November 10th, 2020.

Paper Submission

Authors are invited to submit papers through the EasyChair (https://easychair.org/conferences/?conf=aixia2020) submission system specifying the WEPO track. All the paper must be formatted according to Springer’s LNCS style. WEPO has three different kinds of submissions:

* Research papers (up to 12 pages)
* Exploratory papers (up to 6 pages)
* Proposals for software demos (up to 2 pages)

All accepted research and exploratory papers will be published in the AIxIA series of the CEUR-WS proceedings. Authors of a selection of accepted research papers will be invited to submit an extended and revised version for publication on a volume by an international publisher.

Selected papers from WEPO 2020, after further revisions, will be published in the International Journal “Intelligenza Artificiale”.

More info about paper submission, evaluation and different type of accepted papers can be found at the WEPO website (http://wepo.inginf.units.it/submission.html).

Related Resources

WEPO 2021   2nd Workshop on Evolutionary and Population-based Optimization
IEEE WCCI 2022   IEEE World Congress on Computational Intelligence
EuroGP 2022   European Conference on Genetic Programming
ISMSI 2022   ISMSI 2022 : International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence
SSBSE 2021   13th Symposium on Search-Based Software Engineering
PRA 2022   2022 4th Workshop on Pattern Recognition Applications (PRA 2022)
ICMLA 2021   20th IEEE International Conference on Machine Learning and Applications
ACML 2021   The 13th Asian Conference on Machine Learning
SDM 2022   SIAM International Conference on Data Mining
OPT 2021   NeurIPS Workshop on Optimization for Machine Learning (OPT21)