The 15th Learning and Intelligent Optimization Conference

June 20-25, 2021 (Athens, Greece)


Program

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Monday, June 21, 2021 (Timetable is presented in local Vienna time, UTC+2)

 

Time

 

15:00 – 15:15 Vienna time

16:00 – 16:15 Athens time

(9:00 a.m.-9:15 a.m EDT)

Opening Remarks:

·         General Chair, Panos Pardalos

·         Technical Program Committee Chair, Dimitris Simos

·         Local Organizing Committee Chair, Ilias Kotsireas

15:15 – 16:45 Vienna time

Session 1

 

Chairs: TBA

15:15 – 15:45 Vienna time

Hossein Moosaei and Milan Hladik - Inverse Free Universum Twin Support Vector Machine

15:45 – 16:15 Vienna time

Alexander Krylatov and Anastasiya Raevskaya – Travel demand estimation in a multi-subnet urban road network

16:15 – 16:45 Vienna time

Roberto Diaz-Urra, Nicolas Galvez Ramirez and Carlos Castro – Towards complex scenario instances for the urban transit routing problem

16:45 – 17:00 Vienna time

Break

17:00 – 18:00 Vienna time

Invited Session 1 – Chair: Ilias Kotsireas

17:00 – 18:00 Vienna time

Plenary Speaker: Martin Charles Golumbic – B_k-VPG graphs – the string graphs of paths on a grid

18:00 – 19:30 Vienna time

Session 2

 

Chairs: TBA

18:00 – 18:30 Vienna time

Julian Schulte and Volker Nissen – Sensitivity analysis on constraints of combinatorial optimization problems

18:30 – 19:00 Vienna time

Carlos Ansotegui, Meinolf Sellmann, Tapan Shah and Kevin Tierney – Learning to optimize black-box functions with extreme limits on the number of function evaluations

19:00 – 19:30 Vienna time

Mustafa Misir – Algorithm selection on adaptive operator selection: a case study on genetic algorithms

19:30 – 19:45 Vienna time

Break

19:45 – 20:25 Vienna time

Session 3

 

Chairs: TBA

19:45 – 20:05 Vienna time

Suhendry Effendry, Ngo Bao Chao and Roland Yap – An efficient heuristic for passenger bus VRP with preferences and tradeoffs

20:05 – 20:25 Vienna time

Hamid Jalalzai and David Gaudrie – Pareto optimal thresholds between extreme and central regions

 

Tuesday, June 22, 2021 (Timetable is presented in local Vienna time, UTC+2)

 

Time

 

15:00 – 16:30 Vienna time

16:00 – 17:30 Athens time

(9:00 a.m.-10:30 a.m. EDT)

Session 4

 

Chair: Paul Spirakis

15:00 – 15:30 Vienna time

Aldy Gunawan, Vincent F. Yu, Andro Nicus Sutanto and Panca Jodiawan – Set Team Orienteering Problem with Time Windows

15:30 – 16:00 Vienna time

Andrei Kudriavtsev, Daniel Khachay, Yuri Ogorodnikov, Jie Ren, Sheng Cheng Shao, Dong Zhang and Michael Khachay – The shortest simple path problem with a fixed number of must-pass nodes: a problem-specific branch-and-bound algorithm

16:00 – 16:30 Vienna time

Brenner Rios, Junior Casquina, Hossmell Añasco and Alfredo Paz-Valderrama – Corrected formulations for the travelling car renter problem

16:30 – 16:45 Vienna time

Break

 

Invited Session 2 – Chair: Ilias Kotsireas

16:45 – 17:45 Vienna time

Plenary Speaker: Paul Spirakis – Temporal networks and the impact of availability patterns

17:45 – 19:15 Vienna time

Session 5

 

Chairs: TBA

17:45 – 18:15 Vienna time

Nico Piatkowski, Peter N Posch and Miguel Krause – How to trust generative probabilistic models for time-series data?

18:15 – 18:45 Vienna time

Dmytro Pukhkaiev, Oleksandr Husak, Sebastian Götz and Uwe Assmann – Multi-objective parameter tuning with dynamic compositional surrogate models

18:45 – 19:15 Vienna time

Mario Manzo, Maurizio Giordano, Lucia Maddalena and Mario Rosario Guarracino – Performance evaluation of adversarial attacks on whole-graph embedding models

19:15 – 19:30 Vienna time

Break

19:30 – 20:10 Vienna time

Session 6

 

Chairs: TBA

19:30 – 19:50 Vienna time

Rhys Agombar, Christian Bauckhage, Max Luebbering and Rafet Sifa – An Optimization for Convolutional Network Layers using the Viola-Jones Framework and Ternary Weight Networks

19:50 – 20:10 Vienna time

Michael Freitas Gustavo and Toon Verstraelen – Reparameterization of Computational Chemistry Force Fields Using GloMPO (Globally Managed Parallel Optimization)

 

Wednesday, June 23, 2021 (Timetable is presented in local Vienna time, UTC+2)

 

Time

 

15:00 – 16:30 Vienna time

16:00 – 17:30 Athens time

(9:00 a.m.-10:30 a.m. EDT)

Session 7

 

Chairs: TBA

15:00 – 15:30 Vienna time

Roman Plotnikov and Adil Erzin – Multi-channel conflict-free square grid aggregation

15:30 – 16:00 Vienna time

Apostolos Chalkis, Emmanouil Christoforou, Theodore Dalamagas and Ioannis Z. Emiris – Modeling of crisis periods in stock markets

16:00 – 16:30 Vienna time

Jakob Bossek, Aneta Neumann and Frank Neumann – Exact counting and sampling of optima for the knapsack problem

16:30 – 16:45 Vienna time

Break

16:45 – 17:45 Vienna time

Invited Session 3 – Chair: Dimitris Simos

16:45 – 17:45 Vienna time

Tutorial Speaker: Rick Kuhn – Combinatorial Difference Methods in AI

17:45 – 18:45 Vienna time

Session 8

 

Chairs: TBA

17:45 – 18:15 Vienna time

Konstantin Avrachenkov, Aurélie Boisbunon and Mikhail Kamalov – Graph diffusion & PCA framework for semi-supervised learning

18:15 – 18:45 Vienna time

Riccardo Di Dio, André Galligo, Angelos Mantzaflaris and Benjamin Mauroy – Spirometry-based airways disease simulation and recognition using machine learning approaches

18:45 – 19:00 Vienna time

Break

19:00 – 19:40 Vienna time

Session 9

 

Chairs: TBA

19:00 – 19:20 Vienna time

Shaowen Lan, Wenjuan Fan, Kaining Shao, Shanlin Yang and Panos M. Pardalos – Medical staff scheduling problem in Chinese mobile cabin hospitals during covid-19 outbreak

19:20 – 19:40 Vienna time

Hu Chaoming, Lu Shaojun, Kong Min, Liu Xinbao and Panos. M Pardalos – Joint production and maintenance scheduling considering the increasing operating cost

 

Thursday, June 24, 2021 (Timetable is presented in local Vienna time, UTC+2)

 

Time

 

15:00 – 16:30 Vienna time

16:00 – 17:30 Athens time

(9:00 a.m.-10:30 a.m. EDT)

Session 10

 

Chairs: TBA

15:00 – 15:30 Vienna time

Antonio Candelieri, Andrea Ponti and Francesco Archetti – Learning the optimal sensor placement by Pareto analysis and problem specific evolutionary operators

15:30 – 16:00 Vienna time

Abtin Nourmohammadzadeh and Stefan Voß – Hybridising self organizing maps with genetic algorithms

16:00 – 16:30 Vienna time

Konstantinos Chatzilygeroudis, Aristidis Vrahatis, Sotiris Tasoulis and Michael Vrahatis– Feature Selection in single-cell RNA-seq data via a Genetic Algorithm

16:30 – 16:45 Vienna time

Break

16:45 – 17:45 Vienna time

Invited Session 4 – Chair: Panos Pardalos

16:45 – 17:45 Vienna time

Plenary Speaker: Evangelos Kranakis – Communication and mobility in optimization for infrastructure resilience

17:45 – 18:45 Vienna time

Session 11

 

Chair: Evangelos Kranakis

17:45 – 18:15 Vienna time

Benjamin Sauk and Nick Sahinidis – HybridTuner: Tuning with hybrid derivative-free optimization initialization strategies

18:15 – 18:45 Vienna time

Brenner Rios, Junior Casquina, Hossmell Añasco and Alfredo Paz-Valderrama – Hybrid meta-heuristics for the traveling car renter salesman problem

18:45 – 19:00 Vienna time

Break

19:00 – 19:40 Vienna time

Session 12

 

Chairs: TBA

19:00 – 19:20 Vienna time

Elias Dritsas, Nikos Fazakis, Otilia Kocsis, Nikos Fakotakis and Konstantinos Moustakas– Long-term Hypertension Risk Prediction with ML Techniques in ELSA database

19:20 – 19:40 Vienna time

Hanna Kondratiuk and Rafet Sifa – Towards structural hyperparameter search in kernel minimum enclosing balls

19:40 – 20:10 Vienna time

Damir Gainanov, Dmitriy Berenov and Varvara Rasskazova – Algorithm for predicting the quality of the product based on technological pyramids in graphs

 

Friday, June 25, 2021 (Timetable is presented in local Vienna time, UTC+2)

 

Time

 

15:00 – 16:00 Vienna time

16:00 – 17:00 Athens time

(9:00 a.m.-10:00 a.m. EDT)

Invited Session 5 – Chair: Dimitris Simos

15:00 – 16:00 Vienna time

Tutorial Speaker: Franz Wotawa – On the use of ontologies for automated test suite generation

16:00 – 17:30 Vienna time

 

Session 13

 

Chairs: TBA

16:00 – 16:30 Vienna time

Jan Koza, Jiří Tumpach, Zbyněk Pitra and Martin Holeňa – Using Past Experience for Configuration of Gaussian Processes in Black-Box Optimization

16:30 – 17:00 Vienna time

Antonio Candelieri and Francesco Archetti– Sparsifying to optimize overmultiple information sources: an augmented Gaussian process based algorithm

17:00 – 17:30 Vienna time

Mustafa Misir – Algorithm Selection for Protein Structure Prediction on 2D AB Off-lattice Model

17:30 – 17:45 Vienna time

Break

17:45 – 18:45 Vienna time

Session 14

 

Chairs: TBA

17:45 – 18:15 Vienna time

Damir Gainanov, Dmitriy Berenov, Egor Nikolaev and Varvara Rasskazova – Integer Linear Programming in Solving Optimal Dispatching Problem at the Metallurgical Production

18:15 – 18:45 Vienna time

Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti and Francesco Archetti – Modelling human active search in optimizing black-box functions

18:45 – 19:00 Vienna time

Break

19:00 – 19:20 Vienna time

Session 15

 

Chairs: TBA

19:00 – 19:20 Vienna time

Giovanni Campuzano, Eduardo Lalla-Ruiz and Martijn Mes – A general VNS algorithm for the TSP with drone

19:20 – 19:35 Vienna time

 

Closing Remarks:

·         General Chair, Panos Pardalos

·         Technical Program Committee Chair, Dimitris Simos

·         Local Organizing Committee Chair, Ilias Kotsireas