PROGRAM
Days: Wednesday, April 12th Thursday, April 13th Friday, April 14th
Wednesday, April 12th
View this program: with abstractssession overviewtalk overview
09:40-10:40 Session 2: Plenary invited talk by Marek Vácha: Gregor Mendel, a story beyond peas
Plenary invited talk
Chair:
Location: Room A (E112)
10:40-11:00 Coffee break
Coffee break
11:00-13:15 Session 3A: EvoMUSART 1 - Music & sound
Chair:
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
Chair:
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
Chair:
Location: Room C (E105)
11:00 | The Specialized Threat Evaluation and Weapon Target Assignment Problem: Genetic Algorithm Optimization and ILP Model Solution (abstract) PRESENTER: Ahmet Burak Baraklı |
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) PRESENTER: Solofohanitra Rahamefy Andriamalala |
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
Chairs:
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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
Chairs:
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
Chair:
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
Chair:
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
Chair:
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)
Chair:
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) PRESENTER: Bryan Martins Lima |
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
Chair:
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
Chair:
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
Chairs:
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
Chair:
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
Chair:
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
Chair:
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
Chairs:
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
Chairs:
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
Chair:
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
Chairs:
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
Chairs:
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
Chair:
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
Chair:
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) |