EVO*2023: EVOSTAR 2023

A
Abid, Muhammad Salman	Fabric Sketch Augmentation & Styling using Deep Learning & Image Synthesis Techniques
Adair, Jason	Under the Hood of Transfer Learning for Deep Neuroevolution
Adkins, Sara	LooperGP: A Loopable Sequence Model for Live Coding Performance using GuitarPro Tablature
Agresta, Antonio	An intelligent optimised estimation of the hydraulic jump roller length
Ahmed, Omema	Fabric Sketch Augmentation & Styling using Deep Learning & Image Synthesis Techniques
Akbay, Mehmet Anil	Application of Adapt-CMSA to the Two-Echelon Electric Vehicle Routing Problem with Simultaneous Pickup and Deliveries
Akdag, Almila	Extending the Visual Arts experience: Sonifying Paintings with AI
Akter, Habiba	Use of a Genetic Algorithm to Evolve the Parameters of an Iterated Function System in order to Create Adapted Phenotypic Structures
Al-Subaihin, Afnan	Genetic Improvement of LLVM Intermediate Representation
Alejandro, Puerta	Development of an energy management support system for microgrids using artificial intelligence A framework for estimating the operational risk of lethal wilt in oil palm crops based on multispectral image classification
Alkilabi, Muhanad	Further investigations on the characteristics of neural network based opinion selection mechanisms for robotics swarms
Allmendinger, Richard	Interactive Stage-wise Optimisation of Personalised Medicine Supply Chains
Almansoori, Ahmed	Further investigations on the characteristics of neural network based opinion selection mechanisms for robotics swarms
Alvarado Díaz, Jorge	Population size influence on the energy consumption of Genetic Programming
Andova, Andrejaana	Toward Constructing a Diverse Suite of Multi-Objective Optimization Problems
Andres, Josh	Using GPT-3 to achieve semantically relevant data sonificiation for an art installation
Andriamalala, Solofohanitra Rahamefy	Multi-Agent VS Classic System of an electricity mix production optimization
Andriamizakason, Toky Axel	Multi-Agent VS Classic System of an electricity mix production optimization
Andry, Rasoanaivo	Multi-Agent VS Classic System of an electricity mix production optimization
Aranha, Claus	Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation
Arjonilla, Jérôme	Deep Reinforcement Learning for 5 x 5 Multiplayer Go
Atasoy, Emre	The Specialized Threat Evaluation and Weapon Target Assignment Problem: Genetic Algorithm Optimization and ILP Model Solution
Avramescu, Andreea	Interactive Stage-wise Optimisation of Personalised Medicine Supply Chains
Ayodele, Mayowa	Evolutionary based Transfer Learning Approach to Improving Classification of Metamorphic Malware
Ayzenberg, Anton	Chordal embeddings based on topology of the tonal space
B
Babaagba, Kehinde	Evolutionary based Transfer Learning Approach to Improving Classification of Metamorphic Malware
Bacardit, Jaume	Evolutionary Computation and Explainable AI: a year in review
Banar, Berker	Automatically Adding to Artistic Cultures
Banzhaf, Wolfgang	Spatial Genetic Programming Phenotype Search Trajectory Networks for Linear Genetic Programming MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning
Baraklı, Ahmet Burak	The Specialized Threat Evaluation and Weapon Target Assignment Problem: Genetic Algorithm Optimization and ILP Model Solution
Barthet, Mathieu	LooperGP: A Loopable Sequence Model for Live Coding Performance using GuitarPro Tablature GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
Bartz-Beielstein, Thomas	A Robust Statistical Framework for the Analysis of the Performances of Stochastic Optimization Algorithms using the Principles of Severity
Batista, João	Feature Selection on Epistatic Problems using Genetic Algorithms with Nested Classifiers
Batista, Sandra	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Bean, Caleb	Using FPGA Devices to Accelerate Tree-Based Genetic Programming: A Preliminary Exploration with Recent Technologies
Beketov, Maxim	Chordal embeddings based on topology of the tonal space
Benecke, Tobias	Toward Constructing a Diverse Suite of Multi-Objective Optimization Problems
Bernardet, Ulysses	Is beauty in the age of the beholder?
Berndt, Augusto	Adaptive Batch Size CGP: Improving accuracy and runtime for CGP Logic Optimization flow
Bersini, Hugues	Music Generation with Multiple Ant Colonies Interacting on Multilayer Graphs
Bicker, João	Using Autoencoders to Generate Skeleton-based Typography
Birch, Philip	Use of a Genetic Algorithm to Evolve the Parameters of an Iterated Function System in order to Create Adapted Phenotypic Structures
Biscarini, Chiara	An intelligent optimised estimation of the hydraulic jump roller length
Blot, Aymeric	Genetic Improvement of LLVM Intermediate Representation
Blum, Christian	Application of Adapt-CMSA to the Two-Echelon Electric Vehicle Routing Problem with Simultaneous Pickup and Deliveries Application of Negative Learning Ant Colony Optimization to the Far From Most String Problem
Boiani, Mateus	A Fitness-based Migration Policy for Biased Random-Key Genetic Algorithms
Bonet, Isis	Development of an energy management support system for microgrids using artificial intelligence A framework for estimating the operational risk of lethal wilt in oil palm crops based on multispectral image classification
Bono Rosselló, Lluc	Music Generation with Multiple Ant Colonies Interacting on Multilayer Graphs
Bourelly, Carmine	Using Genetic Programming to learn behavioral models of Lithium Batteries
Bown, Oliver	Using GPT-3 to achieve semantically relevant data sonificiation for an art installation
Branquinho, Henrique	Genetic programming and co-evolution to play the Bomberman videogame
Briesch, Martin	MTGP: Combining Metamorphic Testing and Genetic Programming
Brownlee, Alexander	Evolutionary Computation and Explainable AI: a year in review
Burashnikova, Aleksandra	Chordal embeddings based on topology of the tonal space
C
Cadime, Ricardo	Automatic Design of Telecom Networks with Genetic Algorithms
Cagnoni, Stefano	Evolutionary Computation and Explainable AI: a year in review
Canet Sola, Mar	[Project Name]: Ceramics and Physical Form in Conversation with Deep Learning
Caraffini, Fabio	An intelligent optimised estimation of the hydraulic jump roller length Development of an energy management support system for microgrids using artificial intelligence A framework for estimating the operational risk of lethal wilt in oil palm crops based on multispectral image classification
Cardinale, Sara	Extending Generative Neo-Riemannian Theory for Event-based Soundtrack Production
Carlet, Claude	Evolutionary Strategies for the Design of Binary Linear Codes
Carlson, Parker	Transposition of Simple Waveforms from Raw Audio with Deep Learning
Carr, Cj	GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
Carvalhido, Pedro Antero	Automatic Design of Telecom Networks with Genetic Algorithms
Carvalho, Pedro	Feature Selection on Epistatic Problems using Genetic Algorithms with Nested Classifiers Grammar-aware self-adaptive mutation operator
Castelli, Mauro	A Self-Adaptive Approach to Exploit Topological Properties of Different GAs’ Crossover Operators
Castillo, Pedro A.	Population size influence on the energy consumption of Genetic Programming
Cazenave, Tristan	Deep Reinforcement Learning for 5 x 5 Multiplayer Go
Chandrasekaran, Sowmya	A Robust Statistical Framework for the Analysis of the Performances of Stochastic Optimization Algorithms using the Principles of Severity
Chassagne, Romain	Local Optima Networks for Seismic History Matching Problems
Chatwin, Chris	Use of a Genetic Algorithm to Evolve the Parameters of an Iterated Function System in order to Create Adapted Phenotypic Structures
Chen, Fang	Extending Boundary Updating Approach for Constrained Multi-objective Optimization Problems
Chen, Gang	Cooperative Coevolutionary Genetic Programming Hyper Heuristic for Budget Constrained Dynamic Multi-workflow Scheduling in Cloud Computing Energy-Aware Dynamic Resource Allocation in Container-based Clouds via Cooperative Coevolution Genetic Programming Multi-Objective Location-Aware Service Brokering in Multi-Cloud - A GPHH Approach with Transfer Learning
Chen, Gang	A Memetic Genetic Algorithm for Optimal IoT Workflow Scheduling
Chen, Qi	AMTEA-based Multi-task Optimisation for Multi-objective Feature Selection in Classification MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning
Chen, Yu-Hua	GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
Chen, Yuheng	Multi-Objective Location-Aware Service Brokering in Multi-Cloud - A GPHH Approach with Transfer Learning
Chikhi, Nacira	A scheduling problem with a batching machine and additional constraints
Choi, Hyunjun	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Christopher, Kameron	Energy-Aware Dynamic Resource Allocation in Container-based Clouds via Cooperative Coevolution Genetic Programming
Chávez de la O, Francisco	Population size influence on the energy consumption of Genetic Programming
Clark, David	Genetic Improvement of LLVM Intermediate Representation
Colomine, Feijoo	Epoch-based Application of Problem-Aware Operators in a Multiobjective Memetic Algorithm for Portfolio Optimization
Colton, Simon	Extending Generative Neo-Riemannian Theory for Event-based Soundtrack Production Automatically Adding to Artistic Cultures
Cooijmans, Tim	SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders
Correia, João	Towards the Evolution of Prompts with MetaPrompter Aiding the exploration of innovative graphic design solutions Reducing the Price of Stable Bridges with CMA-ES Automatic Design of Telecom Networks with Genetic Algorithms
Cotta, Carlos	Epoch-based Application of Problem-Aware Operators in a Multiobjective Memetic Algorithm for Portfolio Optimization On the Performance of Evolutionary Algorithms with Unreliable Fitness Information
Courville, Aaron	SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders
Crary, Christopher	Using FPGA Devices to Accelerate Tree-Based Genetic Programming: A Preliminary Exploration with Recent Technologies
Cruz Gambardella, Camilo	Is Writing Prompts Really Making Art?
Cunha, João Miguel	Towards the Evolution of Prompts with MetaPrompter Using Autoencoders to Generate Skeleton-based Typography
D
de Bruin, Ege	Frequency Fitness Assignment on JSSP: a critical review A Multi-Brain approach for Multi-Tasking in evolvable robots
De Carlo, Matteo	Interacting Robots in a Artificial Evolutionary Ecosystem
de Lima, Allan	Grammar-Guided Evolution of the U-Net
De Stefano, Claudio	Using Genetic Programming to learn behavioral models of Lithium Batteries
Deveci, Ali	Evolving lightweight intrusion detection systems for attacks in RPL-based Internet of Things
Di Capua, Giulia	Using Genetic Programming to learn behavioral models of Lithium Batteries
Doerr, Carola	RF+clust for Leave-One-Problem-Out Performance Prediction Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms
Donnelly, Patrick	Transposition of Simple Waveforms from Raw Audio with Deep Learning
Dorn, Marcio	A Fitness-based Migration Policy for Biased Random-Key Genetic Algorithms
Drahosova, Michaela	Multi-objective Design of Hardware Accelerators for Levodopa-Induced Dyskinesia Classifiers
Drake, John	An Evolutionary Hyper-Heuristic for Airport Slot Allocation
Driss, Brahim	Deep Reinforcement Learning for 5 x 5 Multiplayer Go
Díaz Álvarez, Josefa	Population size influence on the energy consumption of Genetic Programming
Džeroski, Sašo	Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms
E
Easton, Edward	Is beauty in the age of the beholder?
Eftimov, Tome	RF+clust for Leave-One-Problem-Out Performance Prediction Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms
Eiben, A.E.	A Multi-Brain approach for Multi-Tasking in evolvable robots Interacting Robots in a Artificial Evolutionary Ecosystem
Ekart, Aniko	Predicting Normal and Anomalous Urban Traffic with Vectorial Genetic Programming and Transfer Learning Is beauty in the age of the beholder?
El Krari, Mehdi	Fairer comparisons for Travelling Salesman Problem solutions using Hash Functions
El-Abd, Mohammed	Centroid-based Differential Evolution with Composite Trial Vector Generation Strategies for Neural Network Training
Ellers, Jacintha	Interacting Robots in a Artificial Evolutionary Ecosystem
Elmestikawy, Hani	Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows
Enderli, Cyrille	A memetic algorithm for deinterleaving pulse trains
Ens, Jeffrey	Searching For Human Bias Against Musical Metacreativity
Escott, Kirita-Rose	Cooperative Coevolutionary Genetic Programming Hyper Heuristic for Budget Constrained Dynamic Multi-workflow Scheduling in Cloud Computing
Ettrich, Rupert	A Policy-Based Learning Beam Search for Combinatorial Optimization
Evrard, Fabien	Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows
F
Fazekas, György	SketchSynth: cross-modal control of sound synthesis
Fernandes, Gabriel	Reducing the Price of Stable Bridges with CMA-ES
Fernández de Vega, Francisco	Population size influence on the energy consumption of Genetic Programming
Fernández Leiva, Antonio J.	Epoch-based Application of Problem-Aware Operators in a Multiobjective Memetic Algorithm for Portfolio Optimization
Ferrante, Eliseo	Interacting Robots in a Artificial Evolutionary Ecosystem
Ferreira, José	A Self-Adaptive Approach to Exploit Topological Properties of Different GAs’ Crossover Operators
Fink, Thomas	Extending the Visual Arts experience: Sonifying Paintings with AI
Fonseca, Alcides	Domain-Aware Feature Learning with Grammar-Guided Genetic Programming
Fontanella, Francesco	Using Genetic Programming to learn behavioral models of Lithium Batteries
Fricke, Leonard	Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio
Fu, Qiang	A Memetic Genetic Algorithm for Optimal IoT Workflow Scheduling
G
Gabonay, Michal	Real-World Vehicle Routing using Adaptive Large Neighborhood Search
Gama, Gustavo	Automatic Design of Telecom Networks with Genetic Algorithms
Gandomi, Amir H	Extending Boundary Updating Approach for Constrained Multi-objective Optimization Problems
Garcia Riber, Adrian	AI-rmonies of the Spheres
García Arenas, Maribel	Population size influence on the energy consumption of Genetic Programming
García Sánchez, Pablo	Genetic programming and co-evolution to play the Bomberman videogame
Gil-Gala, Francisco Javier	To bias or not to bias: Probabilistic initialisation for evolving dispatching rules
Gold, Robert	Genetic programming and co-evolution to play the Bomberman videogame
Gongora, Mario	A framework for estimating the operational risk of lethal wilt in oil palm crops based on multispectral image classification
Gonçalo, Luis	Using Autoencoders to Generate Skeleton-based Typography
Gotham, Mark	Musical Genre Recognition based on Deep Descriptors of Harmony, Instrumentation, and Segments
Goudet, Olivier	A memetic algorithm for deinterleaving pulse trains Monte Carlo Tree Search with Adaptive Simulation: a Case Study on Weighted Vertex Coloring
Grelier, Cyril	Monte Carlo Tree Search with Adaptive Simulation: a Case Study on Weighted Vertex Coloring
Guerrinha, João Tiago	Automatic Design of Telecom Networks with Genetic Algorithms
Guibadj, Rym Nesrine	Fairer comparisons for Travelling Salesman Problem solutions using Hash Functions
Guljajeva, Varvara	[Project Name]: Ceramics and Physical Form in Conversation with Deep Learning
H
Hamido, Omar Costa	OSC-Qasm: Interfacing Music Software with Quantum Computing
Hao, Jin-Kao	A memetic algorithm for deinterleaving pulse trains Monte Carlo Tree Search with Adaptive Simulation: a Case Study on Weighted Vertex Coloring
Hart, Emma	To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features Improving the size and quality of MAP-Elites containers via multiple emitters and decoders for urban logistics A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms
Hassan, Mujtaba	Evolving Non-cryptographic Hash Functions using Genetic Programming for High-speed Lookups in Network Security Applications
Hatzky, Julian	A Multi-Brain approach for Multi-Tasking in evolvable robots
Healy, Patrick	Grammar-Guided Evolution of the U-Net
Hernandez, Diego	Enhancing an Intrusion Detection System by means of Evolutionary Approaches
Heywood, Malcolm	A Boosting Approach to Constructing an Ensemble Stack
Hicks, Benjamin	Using FPGA Devices to Accelerate Tree-Based Genetic Programming: A Preliminary Exploration with Recent Technologies
Horgan, Anthony	Evolving Neural Networks for Robotic Arm Control
Hosseinkhani Kargar, Babak	A Multi-Brain approach for Multi-Tasking in evolvable robots
Hoyos, Santiago Horacio	Development of an energy management support system for microgrids using artificial intelligence
Hu, Ting	Phenotype Search Trajectory Networks for Linear Genetic Programming
Huang, Guiying	Energy-Aware Dynamic Resource Allocation in Container-based Clouds via Cooperative Coevolution Genetic Programming
Huber, Marc	A Policy-Based Learning Beam Search for Combinatorial Optimization
Hurta, Martin	Multi-objective Design of Hardware Accelerators for Levodopa-Induced Dyskinesia Classifiers
Husa, Jakub	Semantic Mutation Operator for Fast and Efficient Design of Bent Boolean Functions
I
Iacca, Giovanni	Evolutionary Computation and Explainable AI: a year in review
Ingelse, Leon	Domain-Aware Feature Learning with Grammar-Guided Genetic Programming
Itaboraí, Paulo	OSC-Qasm: Interfacing Music Software with Quantum Computing
J
Jakobovic, Domagoj	On the Evolution of Boomerang Uniformity in Cryptographic S-boxes To bias or not to bias: Probabilistic initialisation for evolving dispatching rules
Jatschka, Thomas	A Multilevel Optimization Approach for Large Scale Battery Exchange Station Location Planning
Jayaratne, Lakshman	Improving Automatic Music Genre Classification Systems by Using Descriptive Statistical Features of Audio Signals
Johnston, Andrew	A Boosting Approach to Constructing an Ensemble Stack
Junaid, Aiman	Fabric Sketch Augmentation & Styling using Deep Learning & Image Synthesis Techniques
Juricek, Martin	A collection of robotics problems for benchmarking evolutionary computation methods
Juza, Tadeas	GPAM: Genetic Programming with Associative Memory
K
Kalayci, Can Berk	Application of Adapt-CMSA to the Two-Echelon Electric Vehicle Routing Problem with Simultaneous Pickup and Deliveries
Karkazan, Kalthoum	A New Prediction-Based Algorithm for Dynamic Multi-objective Optimization Problems
Kastner, Kyle	SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders
Kaufmann, Marc	OneMax is not the Easiest Function for Fitness Improvements
Kneissl, Carlo	The Cost of Randomness in Evolutionary Algorithms: Crossover Can Save Random Bits
Kononova, Anna	BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances
Kostovska, Ana	Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms
Kowalczykiewicz, Michał	Grammatical Evolution with Code2Vec
Kraneveld, Aletta D.	Multi-Objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction
Krol, Stephen	Is Writing Prompts Really Making Art?
Kudela, Jakub	A collection of robotics problems for benchmarking evolutionary computation methods
Kumar, Adarsh	GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
L
Langdon, W B	Genetic Improvement of LLVM Intermediate Representation
Larcher, Maxime	OneMax is not the Easiest Function for Fitness Improvements
Laurikka, Jari	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Lavinas, Yuri	Local Optima Networks for Seismic History Matching Problems Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation
Lehtimäki, Terho	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Leite, Alessandro	Memetic Semantic Genetic Programming for Symbolic Regression
Lengler, Johannes	OneMax is not the Easiest Function for Fitness Improvements
Lensen, Andrew	A Genetic Programming Encoder for Increasing Autoencoder Interpretability
Lewis, Alexa	Stipple Tunes: An Artistic Form of Uncompressed Image in Audio Steganography
Liefooghe, Arnaud	Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation
Limmer, Steffen	An Evolutionary Approach for Scheduling a Fleet of Shared Electric Vehicles
Lin, Jiabin	AMTEA-based Multi-task Optimisation for Multi-objective Feature Selection in Classification
Lipinski, Piotr	Grammatical Evolution with Code2Vec Explaining Recommender Systems by Evolutionary Interests Mix Modeling
Llano, Teresa	Is Writing Prompts Really Making Art?
Long, Fu Xing	BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances
Lopes, Daniel	Aiding the exploration of innovative graphic design solutions
Lopez Rincon, Alejandro	Multi-Objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction
Lourenço, Nuno	All You Need Is Sex for Diversity Under the Hood of Transfer Learning for Deep Neuroevolution Reducing the Price of Stable Bridges with CMA-ES Grammar-aware self-adaptive mutation operator Automatic Design of Telecom Networks with Genetic Algorithms
Ludwig, Harald	Toward Constructing a Diverse Suite of Multi-Objective Optimization Problems
Luque, Gabriel	A surrogate function in cGA for the traffic light scheduling problem
Lyytikäinen, Leo-Pekka	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
López-Ibáñez, Manuel	Interactive Stage-wise Optimisation of Personalised Medicine Supply Chains
Löbbers, Sebastian	SketchSynth: cross-modal control of sound synthesis
M
Ma, Hui	Cooperative Coevolutionary Genetic Programming Hyper Heuristic for Budget Constrained Dynamic Multi-workflow Scheduling in Cloud Computing Energy-Aware Dynamic Resource Allocation in Container-based Clouds via Cooperative Coevolution Genetic Programming Multi-Objective Location-Aware Service Brokering in Multi-Cloud - A GPHH Approach with Transfer Learning A Memetic Genetic Algorithm for Optimal IoT Workflow Scheduling
Machado, Penousal	Towards the Evolution of Prompts with MetaPrompter Aiding the exploration of innovative graphic design solutions All You Need Is Sex for Diversity Under the Hood of Transfer Learning for Deep Neuroevolution Grammar-aware self-adaptive mutation operator Using Autoencoders to Generate Skeleton-based Typography
Magai, German	Chordal embeddings based on topology of the tonal space
Mahdinejad, Mahsa	Grammar-Guided Evolution of the U-Net
Manzoni, Luca	A Self-Adaptive Approach to Exploit Topological Properties of Different GAs’ Crossover Operators Evolutionary Strategies for the Design of Binary Linear Codes
Mariot, Luca	On the Evolution of Boomerang Uniformity in Cryptographic S-boxes Evolutionary Strategies for the Design of Binary Linear Codes
Martins, Tiago	Towards the Evolution of Prompts with MetaPrompter Using Autoencoders to Generate Skeleton-based Typography
Martins Lima, Bryan	Adaptive Batch Size CGP: Improving accuracy and runtime for CGP Logic Optimization flow
Mason, Karl	Evolving Neural Networks for Robotic Arm Control
Matsumoto, Nicholas	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Maçãs, Catarina	Visual Representation of the Internet Consumption in the European Union
McCall, John	Evolutionary Computation and Explainable AI: a year in review
McCormack, Jon	Is Writing Prompts Really Making Art?
Medvet, Eric	On the Effects of Collaborators Selection and Aggregation in Cooperative Coevolution: an Experimental Analysis
Meinhardt, Cristina	Adaptive Batch Size CGP: Improving accuracy and runtime for CGP Logic Optimization flow
Melder, David	An Evolutionary Hyper-Heuristic for Airport Slot Allocation
Mentens, Nele	Evolving Non-cryptographic Hash Functions using Genetic Programming for High-speed Lookups in Network Security Applications
Merino, Pablo	Enhancing an Intrusion Detection System by means of Evolutionary Approaches
Mesnager, Sihem	On the Evolution of Boomerang Uniformity in Cryptographic S-boxes
Meynen, Gerben	Interacting Robots in a Artificial Evolutionary Ecosystem
Milano, Filippo	Using Genetic Programming to learn behavioral models of Lithium Batteries
Miralavy, Iliya	Spatial Genetic Programming
Mitchell, Paul	Local Optima Networks for Seismic History Matching Problems
Molinara, Mario	Using Genetic Programming to learn behavioral models of Lithium Batteries
Montague, Kirsty	A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms
Moore, Jason	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Mora, Antonio	Enhancing an Intrusion Detection System by means of Evolutionary Approaches
Mostaghim, Sanaz	Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows
Mousavirad, Seyed Jalaleddin	Centroid-based Differential Evolution with Composite Trial Vector Generation Strategies for Neural Network Training
Mrazek, Vojtech	Multi-objective Design of Hardware Accelerators for Levodopa-Induced Dyskinesia Classifiers
Murphy, Aidan	Grammar-Guided Evolution of the U-Net
Mégane, Jessica	Grammar-aware self-adaptive mutation operator
N
Nadizar, Giorgia	On the Effects of Collaborators Selection and Aggregation in Cooperative Coevolution: an Experimental Analysis
Neri, Ferrante	A fitness landscape analysis approach for reinforcement learning in the control of the coupled inverted pendulum task
Niblett, Brad	A Boosting Approach to Constructing an Ensemble Stack
Nikolikj, Ana	RF+clust for Leave-One-Problem-Out Performance Prediction
Nikoo, Mohammad Reza	Extending Boundary Updating Approach for Constrained Multi-objective Optimization Problems
Nitschke, Geoff	A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms
Nápoles López, Néstor	Musical Genre Recognition based on Deep Descriptors of Harmony, Instrumentation, and Segments
O
Ocampo, Rodolfo	Using GPT-3 to achieve semantically relevant data sonificiation for an art installation
Ochoa, Gabriela	Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation
Ochoa, Gabriela	Local Optima Networks for Seismic History Matching Problems Under the Hood of Transfer Learning for Deep Neuroevolution Phenotype Search Trajectory Networks for Linear Genetic Programming
Ochoa, Ivan	A framework for estimating the operational risk of lethal wilt in oil palm crops based on multispectral image classification
Oliva, Diego	Centroid-based Differential Evolution with Composite Trial Vector Generation Strategies for Neural Network Training
Oliva, Nunzio	Using Genetic Programming to learn behavioral models of Lithium Batteries
Orlenko, Alena	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Ostermann, Fabian	Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio Musical Genre Recognition based on Deep Descriptors of Harmony, Instrumentation, and Segments
P
Paechter, Ben	A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms
Panov, Panče	Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms
Pappa, Gisele	On the effect of solution representation and neighborhood definition in AutoML Fitness Landscapes
Parak, Roman	A collection of robotics problems for benchmarking evolutionary computation methods
Parente, Jéssica	Using Autoencoders to Generate Skeleton-based Typography
Pasquier, Phillipe	Searching For Human Bias Against Musical Metacreativity
Patelli, Alina	Predicting Normal and Anomalous Urban Traffic with Vectorial Genetic Programming and Transfer Learning
Perera, Ravindu	Improving Automatic Music Genre Classification Systems by Using Descriptive Statistical Features of Audio Signals
Peña, Alejandro	A framework for estimating the operational risk of lethal wilt in oil palm crops based on multispectral image classification
Piard, Wesley	Using FPGA Devices to Accelerate Tree-Based Genetic Programming: A Preliminary Exploration with Recent Technologies
Picek, Stjepan	On the Evolution of Boomerang Uniformity in Cryptographic S-boxes Evolving Non-cryptographic Hash Functions using Genetic Programming for High-speed Lookups in Network Security Applications Evolutionary Strategies for the Design of Binary Linear Codes
Pietropolli, Gloria	A Self-Adaptive Approach to Exploit Topological Properties of Different GAs’ Crossover Operators
Pinacho Davidson, Pedro Pablo	Application of Negative Learning Ant Colony Optimization to the Far From Most String Problem
Pinsolle, Jean	A memetic algorithm for deinterleaving pulse trains
Polevoi, Anton	Chordal embeddings based on topology of the tonal space
Porpora, Francesco	Using Genetic Programming to learn behavioral models of Lithium Batteries
Prager, Raphael Patrick	Nullifying the Inherent Bias of Non-Invariant Exploratory Landscape Analysis Features
Q
Qiu, Ziyu	A Boosting Approach to Constructing an Ensemble Stack
R
Rahimi, Iman	Extending Boundary Updating Approach for Constrained Multi-objective Optimization Problems
Rahmani, Sahar	Centroid-based Differential Evolution with Composite Trial Vector Generation Strategies for Neural Network Training
Raidl, Günther	An Evolutionary Approach for Scheduling a Fleet of Shared Electric Vehicles A Multilevel Optimization Approach for Large Scale Battery Exchange Station Location Planning A Policy-Based Learning Beam Search for Combinatorial Optimization
Rajcic, Nina	Is Writing Prompts Really Making Art?
Raza, Syeda Saleha	Fabric Sketch Augmentation & Styling using Deep Learning & Image Synthesis Techniques
Rego Hamilton, John	Predicting Normal and Anomalous Urban Traffic with Vectorial Genetic Programming and Transfer Learning
Reuter, Julia	Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows
Ribeiro, Bruno	Feature Selection on Epistatic Problems using Genetic Algorithms with Nested Classifiers
Ribeiro, Pedro	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Robilliard, Denis	Fairer comparisons for Travelling Salesman Problem solutions using Hash Functions
Rodemann, Tobias	A Multilevel Optimization Approach for Large Scale Battery Exchange Station Location Planning
Rodrigues, Ana	Visual Representation of the Internet Consumption in the European Union
Rodrigues, Nuno	Feature Selection on Epistatic Problems using Genetic Algorithms with Nested Classifiers
Rodrigues, Telma	Visual Representation of the Internet Consumption in the European Union
Rodriguez-Guerra, Itzel	Multi-Objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction
Rojas-Velazquez, David	Multi-Objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction
Rothlauf, Franz	Small Solutions for Real-World Symbolic Regression using Denoising Autoencoder Genetic Programming MTGP: Combining Metamorphic Testing and Genetic Programming
Rudová, Hana	Real-World Vehicle Routing using Adaptive Large Neighborhood Search
Ryan, Conor	Grammar-Guided Evolution of the U-Net
Röchner, Philipp	MTGP: Combining Metamorphic Testing and Genetic Programming
S
Sachetti, Naiara	Adaptive Batch Size CGP: Improving accuracy and runtime for CGP Logic Optimization flow
Saeed, Amer	A Memetic Genetic Algorithm for Optimal IoT Workflow Scheduling
Saffidine, Abdallah	Deep Reinforcement Learning for 5 x 5 Multiplayer Go
Sahmoud, Shaaban	A New Prediction-Based Algorithm for Dynamic Multi-objective Optimization Problems
Sahu, Gaurav	A Generative System for Real-Time Composition and Musical Improvisation
Saini, Anil	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Saito, Shota	Surrogate-Assisted (1+1)-CMA-ES with Switching Mechanism of Utility Functions
Santucci, Valentino	An intelligent optimised estimation of the hydraulic jump roller length
Sarmento, Pedro	LooperGP: A Loopable Sequence Model for Live Coding Performance using GuitarPro Tablature GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
Sarti, Stefano	Under the Hood of Transfer Learning for Deep Neuroevolution
Sassmann, Vojtěch	Real-World Vehicle Routing using Adaptive Large Neighborhood Search
Sateesan, Arish	Evolving Non-cryptographic Hash Functions using Genetic Programming for High-speed Lookups in Network Security Applications
Sato, Hiroyuki	Multi-objectivization Relaxes Multi-funnel Structures in Single-objective NK-landscapes
Schaefer, Gerald	Centroid-based Differential Evolution with Composite Trial Vector Generation Strategies for Neural Network Training
Schoenauer, Marc	Memetic Semantic Genetic Programming for Symbolic Regression
Schofield, Finn	A Genetic Programming Encoder for Increasing Autoencoder Interpretability
Schwartzentruber, Jeffrey	A Boosting Approach to Constructing an Ensemble Stack
Sekanina, Lukas	GPAM: Genetic Programming with Associative Memory Multi-objective Design of Hardware Accelerators for Levodopa-Induced Dyskinesia Classifiers
Sekanina, Lukáš	Semantic Mutation Operator for Fast and Efficient Design of Bent Boolean Functions
Semiz, Fatih	The Specialized Threat Evaluation and Weapon Target Assignment Problem: Genetic Algorithm Optimization and ILP Model Solution
Serradilla Garcia, Francisco	AI-rmonies of the Spheres
Shanin, Ivan	Chordal embeddings based on topology of the tonal space
Shi, Tao	Multi-Objective Location-Aware Service Brokering in Multi-Cloud - A GPHH Approach with Transfer Learning
Shirakawa, Shinichi	Surrogate-Assisted (1+1)-CMA-ES with Switching Mechanism of Utility Functions
Silva, Sara	Feature Selection on Epistatic Problems using Genetic Algorithms with Nested Classifiers
Sim, Kevin	To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features
Simões, José Maria	All You Need Is Sex for Diversity
Slyfield, Luis	A Genetic Programming Encoder for Increasing Autoencoder Interpretability
Sobania, Dominik	MTGP: Combining Metamorphic Testing and Genetic Programming
Sobotka, Václav	Real-World Vehicle Routing using Adaptive Large Neighborhood Search
Sorokin, Konstantin	Chordal embeddings based on topology of the tonal space
Stitt, Greg	Using FPGA Devices to Accelerate Tree-Based Genetic Programming: A Preliminary Exploration with Recent Technologies
Stubs Parpinelli, Rafael	A Fitness-based Migration Policy for Biased Random-Key Genetic Algorithms
Sudholt, Dirk	The Cost of Randomness in Evolutionary Algorithms: Crossover Can Save Random Bits
T
Takadama, Keiki	Multi-objectivization Relaxes Multi-funnel Structures in Single-objective NK-landscapes
Tanaka, Shoichiro	Multi-objectivization Relaxes Multi-funnel Structures in Single-objective NK-landscapes
Teixeira, Matheus Cândido	On the effect of solution representation and neighborhood definition in AutoML Fitness Landscapes
Tetteh, Michael	Grammar-Guided Evolution of the U-Net
Thomson, Sarah L.	Frequency Fitness Assignment on JSSP: a critical review
Thorpe, Louise	SketchSynth: cross-modal control of sound synthesis
Tonda, Alberto	MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning Multi-Objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction
Topcuoglu, Haluk	A New Prediction-Based Algorithm for Dynamic Multi-objective Optimization Problems
Tralie, Christopher	Artistic Curve Steganography Carried by Musical Audio Stipple Tunes: An Artistic Form of Uncompressed Image in Audio Steganography
Trautmann, Heike	Nullifying the Inherent Bias of Non-Invariant Exploratory Landscape Analysis Features
Tuci, Elio	Further investigations on the characteristics of neural network based opinion selection mechanisms for robotics swarms
Turner, Alexander	A fitness landscape analysis approach for reinforcement learning in the control of the coupled inverted pendulum task
Tušar, Tea	Toward Constructing a Diverse Suite of Multi-Objective Optimization Problems
Tyska Carvalho, Jonata	Adaptive Batch Size CGP: Improving accuracy and runtime for CGP Logic Optimization flow
U
Uchida, Kento	Surrogate-Assisted (1+1)-CMA-ES with Switching Mechanism of Utility Functions
Urquhart, Neil	Improving the size and quality of MAP-Elites containers via multiple emitters and decoders for urban logistics
V
van den Berg, Daan	Frequency Fitness Assignment on JSSP: a critical review Why is the traveling tournament problem not solved with genetic algorithms? When is an AP-solution also an ATSP-solution?
van Stein, Bas	BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances
van Wachem, Berend	Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows
Vanneschi, Leonardo	Feature Selection on Epistatic Problems using Genetic Algorithms with Nested Classifiers
Varga, Johannes	An Evolutionary Approach for Scheduling a Fleet of Shared Electric Vehicles
Vatolkin, Igor	Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio Musical Genre Recognition based on Deep Descriptors of Harmony, Instrumentation, and Segments
Vechtomova, Olga	A Generative System for Real-Time Composition and Musical Improvisation
Verduin, Kristian	Why is the traveling tournament problem not solved with genetic algorithms?
Vermetten, Diederick	BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms
Vieira, Tiago	Automatic Design of Telecom Networks with Genetic Algorithms
Villagra, Andrea	A surrogate function in cGA for the traffic light scheduling problem
Vliegen, Jo	Evolving Non-cryptographic Hash Functions using Genetic Programming for High-speed Lookups in Network Security Applications
W
Walker, David	Evolutionary Computation and Explainable AI: a year in review
Wang, Chen	Energy-Aware Dynamic Resource Allocation in Container-based Clouds via Cooperative Coevolution Genetic Programming
Wang, Hao	To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features
Wang, Hui	Deep Reinforcement Learning for 5 x 5 Multiplayer Go
Wang, Sha	An Evolutionary Hyper-Heuristic for Airport Slot Allocation
Weise, Thomas	Why is the traveling tournament problem not solved with genetic algorithms?
Wickramasinghe, Manjusri	Improving Automatic Music Genre Classification Systems by Using Descriptive Statistical Features of Audio Signals
Wittenberg, David	Small Solutions for Real-World Symbolic Regression using Denoising Autoencoder Genetic Programming
Woodward, John	Fairer comparisons for Travelling Salesman Problem solutions using Hash Functions
Wu, Yusong	SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders
X
Xue, Bing	MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning
Xue, Bing	AMTEA-based Multi-task Optimisation for Multi-objective Feature Selection in Classification
Y
Yamada, Yutaro	Surrogate-Assisted (1+1)-CMA-ES with Switching Mechanism of Utility Functions
Yang, Meng	Is Writing Prompts Really Making Art?
Young, Rupert	Use of a Genetic Algorithm to Evolve the Parameters of an Iterated Function System in order to Create Adapted Phenotypic Structures
Yu, Yongbo	Energy-Aware Dynamic Resource Allocation in Container-based Clouds via Cooperative Coevolution Genetic Programming
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Z
Zhang, Hengzhe	MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning
Zhang, Mengjie	AMTEA-based Multi-task Optimisation for Multi-objective Feature Selection in Classification MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning
Zhou, Zhilei	A Boosting Approach to Constructing an Ensemble Stack
Zincir-Heywood, Nur	A Boosting Approach to Constructing an Ensemble Stack
Zlatkov, Dimiter	Searching For Human Bias Against Musical Metacreativity
Zou, Xun	OneMax is not the Easiest Function for Fitness Improvements
Zukowski, Zack	GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
Đ
Đurasević, Marko	On the Evolution of Boomerang Uniformity in Cryptographic S-boxes To bias or not to bias: Probabilistic initialisation for evolving dispatching rules
Ş
Şen, Sevil	Evolving lightweight intrusion detection systems for attacks in RPL-based Internet of Things

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