EVO*2023: EVOSTAR 2023
PROGRAM

Days: Wednesday, April 12th Thursday, April 13th Friday, April 14th

Wednesday, April 12th

View this program: with abstractssession overviewtalk overview

11:00-13:15 Session 3A: EvoMUSART 1 - Music & sound
Location: Room A (E112)
11:00
Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio (abstract)
PRESENTER: Leonard Fricke
11:25
Music Generation with Multiple Ant Colonies Interacting on Multilayer Graphs (abstract)
11:50
LooperGP: A Loopable Sequence Model for Live Coding Performance using GuitarPro Tablature (abstract)
12:15
AI-rmonies of the Spheres (abstract)
11:00-13:15 Session 3B: EvoCOP 1
Location: Room B (E104)
11:00
Application of Adapt-CMSA to the Two-Echelon Electric Vehicle Routing Problem with Simultaneous Pickup and Deliveries (abstract)
11:25
Real-World Vehicle Routing using Adaptive Large Neighborhood Search (abstract)
11:50
A Multilevel Optimization Approach for Large Scale Battery Exchange Station Location Planning (abstract)
12:15
Fairer comparisons for Travelling Salesman Problem solutions using Hash Functions (abstract)
11:00-13:15 Session 3C: EvoApplications 1 -Applications: Optimization and Performance
Location: Room C (E105)
11:00
The Specialized Threat Evaluation and Weapon Target Assignment Problem: Genetic Algorithm Optimization and ILP Model Solution (abstract)
11:25
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms (abstract)
11:50
Multi-Agent VS Classic System of an electricity mix production optimization (abstract)
12:15
On the Evolution of Boomerang Uniformity in Cryptographic S-boxes (abstract)
12:40
Evolving Non-cryptographic Hash Functions using Genetic Programming for High-speed Lookups in Network Security Applications (abstract)
11:00-13:15 Session 3D: EML 1 - Feature Selection and Evolution of Neural Networks
Location: Room D (C228)
11:00
AMTEA-based Multi-task Optimisation for Multi-objective Feature Selection in Classification (abstract)
11:25
Feature Selection on Epistatic Problems using Genetic Algorithms with Nested Classifiers (abstract)
11:50
Evolving Neural Networks for Robotic Arm Control (abstract)
12:00
Grammar-Guided Evolution of the U-Net (abstract)
12:10
Explaining Recommender Systems by Evolutionary Interests Mix Modeling (abstract)
12:20
Centroid-based Differential Evolution with Composite Trial Vector Generation Strategies for Neural Network Training (abstract)
12:30
Domain-Aware Feature Learning with Grammar-Guided Genetic Programming (abstract)
14:15-16:05 Session 4A: EuroGP - Best Paper Nominations
Location: Room A (E112)
14:15
Genetic Improvement of LLVM Intermediate Representation (abstract)
14:25
Spatial Genetic Programming (abstract)
14:35
All You Need Is Sex for Diversity (abstract)
14:45
A Self-Adaptive Approach to Exploit Topological Properties of Different GAs’ Crossover Operators (abstract)
15:10
Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows (abstract)
PRESENTER: Julia Reuter
15:35
Grammar-aware self-adaptive mutation operator (abstract)
14:15-16:05 Session 4B: EvoMUSART 2 - Short talks
Location: Room B (E104)
14:15
Musical Genre Recognition based on Deep Descriptors of Harmony, Instrumentation, and Segments (abstract)
14:25
Transposition of Simple Waveforms from Raw Audio with Deep Learning (abstract)
14:35
Aiding the exploration of innovative graphic design solutions (abstract)
14:45
[Project Name]: Ceramics and Physical Form in Conversation with Deep Learning (abstract)
14:55
Fabric Sketch Augmentation & Styling using Deep Learning & Image Synthesis Techniques (abstract)
15:05
Improving Automatic Music Genre Classification Systems by Using Descriptive Statistical Features of Audio Signals (abstract)
15:15
OSC-Qasm: Interfacing Music Software with Quantum Computing (abstract)
14:15-16:05 Session 4C: EvoApplications 2 - Short Talks
Location: Room C (E105)
14:15
A Multi-Brain approach for Multi-Tasking in evolvable robots (abstract)
14:25
Deep Reinforcement Learning for 5 x 5 Multiplayer Go (abstract)
14:35
A Robust Statistical Framework for the Analysis of the Performances of Stochastic Optimization Algorithms using the Principles of Severity (abstract)
14:45
A Fitness-based Migration Policy for Biased Random-Key Genetic Algorithms (abstract)
14:55
Nullifying the Inherent Bias of Non-Invariant Exploratory Landscape Analysis Features (abstract)
15:05
An Evolutionary Hyper-Heuristic for Airport Slot Allocation (abstract)
15:15
A New Prediction-Based Algorithm for Dynamic Multi-objective Optimization Problems (abstract)
15:25
Reducing the Price of Stable Bridges with CMA-ES (abstract)
15:35
Surrogate-Assisted (1+1)-CMA-ES with Switching Mechanism of Utility Functions (abstract)
15:45
Automatic Design of Telecom Networks with Genetic Algorithms (abstract)
14:15-16:05 Session 4D: Late-Breaking Abstracts 1
Location: Room D (C228)
14:15
Multi-objective Design of Hardware Accelerators for Levodopa-Induced Dyskinesia Classifiers (abstract)
PRESENTER: Martin Hurta
14:25
Semantic Mutation Operator for Fast and Efficient Design of Bent Boolean Functions (abstract)
14:35
Why is the traveling tournament problem not solved with genetic algorithms? (abstract)
14:45
A scheduling problem with a batching machine and additional constraints (abstract)
14:55
When is an AP-solution also an ATSP-solution? (abstract)
16:25-17:45 Session 5A: EvoMUSART 3 - Best paper nominations
Location: Room A (E112)
16:25
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers (abstract)
16:50
Using Autoencoders to Generate Skeleton-based Typography (abstract)
PRESENTER: Jéssica Parente
17:15
Extending the Visual Arts experience: Sonifying Paintings with AI (abstract)
16:25-17:45 Session 5B: EuroGP 2 - Better Understanding and Improving GP
Location: Room B (E104)
16:25
Phenotype Search Trajectory Networks for Linear Genetic Programming (abstract)
16:50
On the Effects of Collaborators Selection and Aggregation in Cooperative Coevolution: an Experimental Analysis (abstract)
17:00
MTGP: Combining Metamorphic Testing and Genetic Programming (abstract)
17:10
To bias or not to bias: Probabilistic initialisation for evolving dispatching rules (abstract)
17:20
Interacting Robots in a Artificial Evolutionary Ecosystem (abstract)
PRESENTER: Matteo De Carlo
16:25-17:45 Session 5C: EvoApplications 3 - Cloud and IoT
Location: Room C (E105)
16:25
Multi-Objective Location-Aware Service Brokering in Multi-Cloud - A GPHH Approach with Transfer Learning (abstract)
16:50
A Memetic Genetic Algorithm for Optimal IoT Workflow Scheduling (abstract)
17:15
Evolving lightweight intrusion detection systems for attacks in RPL-based Internet of Things (abstract)
16:25-17:45 Session 5D: Late-Breaking Abstracts 2
Location: Room D (C228)
16:25
Population size influence on the energy consumption of Genetic Programming (abstract)
16:35
Enhancing an Intrusion Detection System by means of Evolutionary Approaches (abstract)
16:45
Stipple Tunes: An Artistic Form of Uncompressed Image in Audio Steganography (abstract)
16:55
Evolutionary Computation and Explainable AI: a year in review (abstract)
17:05
On the Performance of Evolutionary Algorithms with Unreliable Fitness Information (abstract)
Thursday, April 13th

View this program: with abstractssession overviewtalk overview

09:00-11:10 Session 7A: EvoMUSART 4 - Music & sound (ii)
Location: Room A (E112)
09:00
Extending Generative Neo-Riemannian Theory for Event-based Soundtrack Production (abstract)
09:25
Searching For Human Bias Against Musical Metacreativity (abstract)
09:50
SketchSynth: cross-modal control of sound synthesis (abstract)
10:15
Using GPT-3 to achieve semantically relevant data sonificiation for an art installation (abstract)
10:40
Chordal embeddings based on topology of the tonal space (abstract)
09:00-11:10 Session 7B: EuroGP 3 - Runtime Improvement + New Systems
Chair:
Location: Room B (E104)
09:00
Using FPGA Devices to Accelerate Tree-Based Genetic Programming: A Preliminary Exploration with Recent Technologies (abstract)
09:25
Adaptive Batch Size CGP: Improving accuracy and runtime for CGP Logic Optimization flow (abstract)
09:50
GPAM: Genetic Programming with Associative Memory (abstract)
10:15
Grammatical Evolution with Code2Vec (abstract)
10:40
Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning (abstract)
09:00-11:10 Session 7C: EvoApplications 4 - Methods, Theory, Empirics
Location: Room C (E105)
09:00
Toward Constructing a Diverse Suite of Multi-Objective Optimization Problems (abstract)
09:25
BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances (abstract)
09:50
A collection of robotics problems for benchmarking evolutionary computation methods (abstract)
10:15
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features (abstract)
10:40
Frequency Fitness Assignment on JSSP: a critical review (abstract)
09:00-11:10 Session 7D: EvoApplications 5 - Sustainability
Location: Room D (C228)
09:00
Predicting Normal and Anomalous Urban Traffic with Vectorial Genetic Programming and Transfer Learning (abstract)
09:25
Using Genetic Programming to learn behavioral models of Lithium Batteries (abstract)
09:50
An Evolutionary Approach for Scheduling a Fleet of Shared Electric Vehicles (abstract)
10:15
An intelligent optimised estimation of the hydraulic jump roller length (abstract)
10:40
Development of an energy management support system for microgrids using artificial intelligence (abstract)
14:15-16:00 Session 10A: EvoApplications 6 - Best Paper nominations
Location: Room A (E112)
14:15
A fitness landscape analysis approach for reinforcement learning in the control of the coupled inverted pendulum task (abstract)
14:40
Energy-Aware Dynamic Resource Allocation in Container-based Clouds via Cooperative Coevolution Genetic Programming (abstract)
15:05
Under the Hood of Transfer Learning for Deep Neuroevolution (abstract)
15:30
A framework for estimating the operational risk of lethal wilt in oil palm crops based on multispectral image classification (abstract)
14:15-16:00 Session 10B: EuroGP 4 - Semantics and Interpretability + Panel Session: GP and the Myth of Explainability
Location: Room B (E104)
14:15
Memetic Semantic Genetic Programming for Symbolic Regression (abstract)
14:40
Small Solutions for Real-World Symbolic Regression using Denoising Autoencoder Genetic Programming (abstract)
14:15-16:00 Session 10C: EvoMUSART 5 - Art & music
Location: Room C (E105)
14:15
Automatically Adding to Artistic Cultures (abstract)
14:40
Artistic Curve Steganography Carried by Musical Audio (abstract)
15:05
A Generative System for Real-Time Composition and Musical Improvisation (abstract)
15:30
SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders (abstract)
PRESENTER: Kyle Kastner
14:15-16:00 Session 10D: EvoCOP 2
Location: Room D (C228)
14:15
A memetic algorithm for deinterleaving pulse trains (abstract)
PRESENTER: Jean Pinsolle
14:40
Monte Carlo Tree Search with Adaptive Simulation: a Case Study on Weighted Vertex Coloring (abstract)
15:05
Evolutionary Strategies for the Design of Binary Linear Codes (abstract)
15:30
The Cost of Randomness in Evolutionary Algorithms: Crossover Can Save Random Bits (abstract)
16:20-18:00 Session 11A: EvoCOP 3 - Best Paper nominations
Location: Room A (E112)
16:20
Application of Negative Learning Ant Colony Optimization to the Far From Most String Problem (abstract)
16:45
A Policy-Based Learning Beam Search for Combinatorial Optimization (abstract)
17:10
OneMax is not the Easiest Function for Fitness Improvements (abstract)
16:20-18:00 Session 11B: EML 2 - Ensemble Learning and Interpretability
Location: Room B (E104)
16:20
A Genetic Programming Encoder for Increasing Autoencoder Interpretability (abstract)
16:45
MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning (abstract)
17:10
A Boosting Approach to Constructing an Ensemble Stack (abstract)
16:20-18:00 Session 11C: EvoApplications 7 - Swarms and Multi-Agents
Location: Room C (E105)
16:20
Genetic programming and co-evolution to play the Bomberman videogame (abstract)
16:45
Further investigations on the characteristics of neural network based opinion selection mechanisms for robotics swarms (abstract)
17:10
A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms (abstract)
17:35
A surrogate function in cGA for the traffic light scheduling problem (abstract)
16:20-18:00 Session 11D: EvoApplications 8 - Healthcare and Multiobjective
Location: Room D (C228)
16:20
Extending Boundary Updating Approach for Constrained Multi-objective Optimization Problems (abstract)
16:45
Epoch-based Application of Problem-Aware Operators in a Multiobjective Memetic Algorithm for Portfolio Optimization (abstract)
17:10
Interactive Stage-wise Optimisation of Personalised Medicine Supply Chains (abstract)
17:35
Multi-Objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction (abstract)
Friday, April 14th

View this program: with abstractssession overviewtalk overview

09:00-11:30 Session 12: EvoApplications 9 - Applications: Search
Location: Room A (E112)
09:00
Local Optima Networks for Seismic History Matching Problems (abstract)
09:25
Evolutionary based Transfer Learning Approach to Improving Classification of Metamorphic Malware (abstract)
09:50
Use of a Genetic Algorithm to Evolve the Parameters of an Iterated Function System in order to Create Adapted Phenotypic Structures (abstract)
10:15
RF+clust for Leave-One-Problem-Out Performance Prediction (abstract)
10:40
Improving the size and quality of MAP-Elites containers via multiple emitters and decoders for urban logistics (abstract)
09:30-11:30 Session 13A: EvoMUSART 6 - Image, art and beauty
Location: Room C (E105)
09:30
Is beauty in the age of the beholder? (abstract)
09:55
Visual Representation of the Internet Consumption in the European Union (abstract)
10:20
Towards the Evolution of Prompts with MetaPrompter (abstract)
10:45
Is Writing Prompts Really Making Art? (abstract)
09:30-11:30 Session 13B: EvoCOP 4
Location: Room B (E104)
09:30
Cooperative Coevolutionary Genetic Programming Hyper Heuristic for Budget Constrained Dynamic Multi-workflow Scheduling in Cloud Computing (abstract)
09:55
Multi-objectivization Relaxes Multi-funnel Structures in Single-objective NK-landscapes (abstract)
10:20
Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation (abstract)
10:45
On the effect of solution representation and neighborhood definition in AutoML Fitness Landscapes (abstract)