EVO*2020: EVOSTAR
PROGRAM

Days: Wednesday, April 15th Thursday, April 16th Friday, April 17th

Wednesday, April 15th

View this program: with abstractssession overviewtalk overview

11:10-13:20 Session 2A: EuroGP 1

Methods

Location: Room A
11:10
Hessian Complexity Measure for Genetic Programming-based Imputation Predictor Selection in Symbolic Regression with Incomplete Data (abstract)
11:35
Comparing Genetic Programming Approaches for Non-Functional Genetic Improvement (abstract)
12:00
Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models (abstract)
12:25
Is k Nearest Neighbours Regression Better than GP? (abstract)
11:10-13:20 Session 2B: EvoMUSART 1 - Evolutionary art

Evolutionary art

Location: Room B
11:10
Emerging Technology System Evolution (abstract)
11:35
Portraits of No One: An Interactive Installation (abstract)
12:00
Adapting and Enhancing Evolutionary Art for Casual Creation (abstract)
12:25
Coevolving Artistic Images Using OMNIREP (abstract)
12:50
Comparing Fuzzy Rule Based Approaches for Music Genre Classification (abstract)
13:00
Emulation Games. See and Be Seen, an Subjective Approach to Analog Computational Neuroscience (abstract)
11:10-13:20 Session 2C: EvoAPPS 1 Short talks

Short talks

Location: Room C
11:10
Iterated Granular Neighborhood Algorithm forthe Taxi Sharing Problem (abstract)
11:20
A fast, scalable meta-heuristic for network slicing under traffic uncertainty (abstract)
11:30
Designing cable-stayed bridges with Genetic Algorithms. (abstract)
11:40
Social Learning vs Self-teaching in a Multi-agent Neural Network System (abstract)
11:50
EvoDynamic: a framework for the evolution of generally represented dynamical systems and its application to criticality (abstract)
12:00
Automatic rule extraction from access rules using Genetic Programming (abstract)
12:10
Finding behavioural patterns among League of Legends players through Hidden Markov Models (abstract)
12:20
Security Risk Optimization for Multi-Cloud Applications (abstract)
12:30
Using Skill Rating as Fitness on the Evolution of GANs (abstract)
12:40
Community Detection in Attributed Graphs with Differential Evolution (abstract)
12:50
Accelerated Design of HIFU Treatment Plans Using Island-based Evolutionary Strategy (abstract)
14:30-16:20 Session 3A: EuroGP2

Short talks

Chairs:
Location: Room A
14:30
Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling (abstract)
14:40
Investigating the Use of Geometric Semantic Operators in Vectorial Genetic Programming (abstract)
14:50
Automatically Evolving Lookup Tables for Function Approximation (abstract)
15:00
Ensemble Genetic Programming (abstract)
15:10
Benchmarking manifold learning methods on a large collection of datasets (abstract)
15:20
Classification of Autism Genes using Network Science and Linear Genetic Programming (abstract)
14:30-16:20 Session 3B: EvoMUSART 2 Music & sound

Music & sound

Location: Room B
14:30
GenImpro: An Evolutionary Model For Musical Improvisation (abstract)
14:55
Fusion of Hilbert-Huang Transform and Deep Convolutional Neural Network for Predominant Musical Instruments Recognition (abstract)
15:20
Genetic Reverb: Synthesizing Artificial Reverberant Fields Via Genetic Algorithms (abstract)
14:30-16:20 Session 3C: EvoAPPS 2
Location: Room C
14:30
What is Your MOVE: Modeling Adversarial Network Environments (abstract)
14:55
Modelling the Search Process of Population-based Algorithms in Continuous Optimisation (abstract)
15:20
On the sampling of all basins of attraction of multimodal functions (abstract)
16:40-18:00 Session 4A: Late-Breaking Abstracts
Location: Room A
16:40
A Multi-strategy LSHADE Algorithm and its Applications on Temporal Alignment (abstract)
16:50
From Business Curated Products to Algorithmically Generated (abstract)
17:00
Parallel Microevolutionary Genetic Algorithm for Flexible Job Shop Scheduling Problem (abstract)
17:10
Plant Propagation & Hard Hamiltonian Graphs (abstract)
17:20
Plant Propagation Parameterization: Offspring & Population Size (abstract)
17:30
Simplified Paintings-from-Polygons is NP-Hard (abstract)
16:40-18:00 Session 4B: EvoMUSART 3 - Image

Image

Location: Room B
16:40
A deep learning neural network for classifying good and bad photos (abstract)
17:05
Controlling Self-Organization in Generative Creative Systems (abstract)
17:30
Quantum Zentanglement: Combining Picbreeder and Wave Function Collapse to Create Zentangles (abstract)
16:40-18:00 Session 4C: EvoAPPS 3 Paralel and distributed systems

Paralel and distributed systems

Chair:
Location: Room C
16:40
An Event-based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms (abstract)
17:05
A MIMD interpreter for Genetic Programming (abstract)
17:30
Using evolutionary algorithms for server hardening via the moving target defense technique (abstract)
Thursday, April 16th

View this program: with abstractssession overviewtalk overview

09:30-11:10 Session 6A: EvoAPPS 5 Personalised medicine and healthcare

Personalised medicine and healthcare

Location: Room A
09:30
Using Genetic Algorithms for the prediction of cognitive impairments (abstract)
09:55
Differential Evolution Multi-Objective for Tertiary Protein Structure Prediction (abstract)
10:20
Short and Medium Term Blood Glucose Prediction using Multi-objective Grammatical Evolution (abstract)
10:45
Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases (abstract)
09:30-11:10 Session 6B: EvoMUSART 4 Best Paper Nominations

Best Paper Nominations

Location: Room B
09:30
Understanding Aesthetic Evaluation with Deep Learning (abstract)
09:55
Objective Evaluation of Tonal Fitness for Chord Progressions (abstract)
10:20
An aesthetic-based fitness measure and a framework for guidance of evolutionary design in architecture (abstract)
09:30-11:10 Session 6C: EvoAPPS 4 Evolutionary Machine Learning (i)

Evolutionary Machine Learning (i)

Location: Room C
09:30
A Local Search with a Surrogate Assisted Option for Instance Reduction (abstract)
09:55
Evolutionary Latent Space Exploration of Generative Adversarial Networks (abstract)
10:20
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution (abstract)
10:45
A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks (abstract)
11:30-13:15 Session 7A: EvoAPPS 7
Location: Room A
11:30
A Local Search for Numerical Optimisation based on Covariance Matrix Diagonalisation (abstract)
11:55
Using evolution to design modular robots: An empirical approach to select module designs (abstract)
12:20
Evolving-controllers versus learning-controllers for morphologically evolvable robots (abstract)
12:45
Locating Odour Sources with Geometric Syntactic Genetic Programming (abstract)
11:30-13:15 Session 7B: EvoCOP 1
Location: Room B
11:30
Fitness Landscape Analysis of Automated Machine Learning Search Spaces (abstract)
11:55
Cooperative Parallel SAT Local Search with Path Relinking (abstract)
12:20
An algebraic approach for the search space of permutations with repetition (abstract)
12:45
The Local Optima Level in Chemotherapy Schedule Optimisation (abstract)
11:30-13:15 Session 7C: EvoAPPS 6 Evolutionary Machine Learning (ii)

Evolutionary Machine Learning (ii)

Location: Room C
11:30
Ant-based Neural Topology Search (ANTS) for Optimizing Recurrent Networks (abstract)
11:55
Neuro-Evolutionary Transfer Learning through Structural Adaptation (abstract)
14:15-16:00 Session 8A: EuroGP 3

Applications and Hybrids

Location: Room A
14:15
Detection of Frailty using Genetic Programming : The Case of Older People in Piedmont, Italy (abstract)
14:40
Seeding Grammars in Grammatical Evolution to Improve Search Based Software Testing (abstract)
15:05
Incremental Evolution and Development of Deep Artificial Neural Networks (abstract)
15:30
Optimising Optimisers with Push GP (abstract)
14:15-16:00 Session 8B: EvoCOP 2
Location: Room B
14:15
On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D (abstract)
14:40
MILPIBEA: Algorithm for Multi-objective Features Selection in (Evolving) Software Product Lines (abstract)
15:05
A comparison of genetic representations for multi-objective shortest path problems on multigraphs (abstract)
14:15-16:00 Session 8C: EvoAPPS 8 Best Paper Nominations

Best Paper Nominations

Location: Room C
14:15
Testing hybrid computational intelligence algorithms for general game playing (abstract)
14:40
An Empirical Exploration of Deep Recurrent Connections Using Neuro-Evolution (abstract)
15:05
Optimizing the Hyperparameters of a Mixed Integer Linear Programming Solver to Speed Up Electric Vehicle Charging Control (abstract)
16:20-18:00 Session 9A: EuroGP 4 Best Paper Nominations

Best Paper Session

Location: Room A
16:20
Challenges of Program Synthesis with Grammatical Evolution (abstract)
16:45
SGP-DT: Semantic Genetic Programming Based on Dynamic Targets (abstract)
17:10
An Evolutionary View on Reversible Shift-invariant Transformations (abstract)
17:35
Effect of Parent Selection Methods on Modularity (abstract)
16:20-18:00 Session 9B: EvoCOP 3
Location: Room B
16:20
Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling (abstract)
16:45
A Grouping Genetic Algorithm for Multi Depot Pickup and Delivery Problems with Time Windows and Heterogeneous Vehicles (abstract)
17:10
A Group Genetic Algorithm for Resource Allocation in Container-based Clouds (abstract)
17:35
Optimizing prices and periods in time-of-use electricity tariff design using bilevel programming (abstract)
16:20-18:00 Session 9C: EvoAPPS 9
Location: Room C
16:20
Particle Swarm Optimization: A Wrapper-based Feature Selection Method for Ransomware Detection and Classification (abstract)
16:45
Simulation-driven multi-objective evolution for traffic light optimization (abstract)
17:10
A Decomposition-Based Evolutionary Algorithm with Adaptive Weight Vectors for Multi- and Many-objective Optimization (abstract)
17:35
Automatic generation of adversarial metamorphic malware using MAP-Elites (abstract)
18:00-20:00 Session 10

Second Poster Session

Friday, April 17th

View this program: with abstractssession overviewtalk overview

09:00-10:00 Session 11

Early poster session

10:00-11:30 Session 12A: EvoAPPS 10 Deep Bioinspired Algorithms

Deep Bioinspired Algorithms

Location: Room A
10:00
Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution (abstract)
10:25
An Adversarial Optimization Approach for the Development of Robust Controllers (abstract)
10:50
Fake news detection using time series and user features classification (abstract)
10:00-11:30 Session 12B: EvoCOP 4

Best Paper Session

Location: Room B
10:00
Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation (abstract)
10:25
A Beam Search Approach to the Traveling Tournament Problem (abstract)
10:55
The Univariate Marginal Distribution Algorithm Copes Well With Deception and Epistasis (abstract)
10:00-11:30 Session 12C: EvoAPPS 11 Games

Games

Location: Room C
10:00
Efficient Heuristic Policy Optimisation for a Challenging Strategic Card Game (abstract)
10:25
Learning the Designer's Preferences to Drive Evolution (abstract)
10:50
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python (abstract)