DSO workshop colocated with CEC 2017 and CPAIOR 2017
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Name Participates
CEC 2017
Participates
CPAIOR 2017
Presents
Holger Hoos
Thomas Stützle
Ricardo Di Pasquale
Marius Tudor Morar
Pieter Leyman
Nguyen Thi Thanh Dang
Raras Tyasnurita
Amir Gandomi
Mustafa Misir
Ayman Srour
Lin Yuefeng  
Annalisa Riccardi  
Tias Guns
San Pham
Behrouz Babaki
Patrick De Causmaecker
Ender Özcan  
Andrew Parkes  
Morteza Davari  

Program schedule

5 June 2017

8:45 - 9:00 Opening remarks
9:00 - 9:45 Keynote #1 (CEC)
Title: To be announced
Holger H. Hoos
9:45 - 10:00 Break
10:00 - 11:00 Algorithm tuning (CEC)

Automatically configuring high-performance heuristics from flexible algorithm frameworks
Thomas Stützle, Manuel López-Ibáñez & Federico Pagnozzi

Configuring algorithm parameter configurators using surrogate configuration benchmarks
Nguyen Dang, Leslie Pérez Cáceres, Thomas Stützle & Patrick De Causmaecker

Initialization of Bayesian optimization viewed as part of a larger algorithm portfolio
Marius Tudor Morar, Joshua Knowles & Sandra Sampaio
11:00 - 11:15 Coffee break
11:15 - 12:15 Problem concept translation & handling (CPAIOR)

A branch-and-cut algorithm for constrained graph clustering
Behrouz Babaki, Dries Van Daele, Bram Weytjens & Tias Guns

Formalize neighborhoods for local search using predicate logic
San Tu Pham, Jo Devriendt & Patrick De Causmaecker

Data, knowledge and optimization
Patrick De Causmaecker
12:15 - 12:30 Break
12:30 - 13:30 Optimization & data science (CEC)

Optimization meets big data: A survey
Ricardo Di Pasquale & Javier Marenco

Optimization in large graphs: Towards a better future?
Pieter Leyman & Patrick De Causmaecker

fMRI smoking cessation classification using genetic programming
Amirhessam Tahmassebi, Amir H. Gandomi, Ian McCann, Mieke H.J. Schulte, Lianne Schmaal, Anna E. Goudriaan & Anke Meyer-Baese
13:30 - 15:00 Lunch
15:00 - 15:45 Keynote #2 (CPAIOR)
Pattern mining: A constraint solving perspective
Tias Guns
15:45 - 16:00 Break
16:00 - 17:00 Automatic algorithm design & selection (CEC)

Learning heuristic selection using a time delay neural network for open vehicle routing
Raras Tyasnurita, Ender Özcan & Robert John

Matrix factorization based benchmark set analysis: A case study on HyFlex
Mustafa Misir

Towards automatic design of adaptive evolutionary algorithms
Ayman Srour & Patrick De Causmaecker
17:00 - 17:15 Closing remarks

Working group coordinators

Patrick De Causmaecker
Department of Computer Science
KU Leuven, Campus Kulak Kortrijk
Ender Özcan
School of Computer Science
The University of Nottingham
Andrew Parkes
School of Computer Science
The University of Nottingham

Proceedings chair

Pieter Leyman Department of Computer Science
KU Leuven, Campus Kulak Kortrijk

Publicity chair

Morteza Davari Department of Computer Science
KU Leuven, Campus Kulak Kortrijk