EVO*2022: EVOSTAR 2022

This page contains an index consisting of author-provided keywords.

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2D pattern	Aesthetic Evaluation of Experimental Stimuli Using Spatial Complexity and Kolmogorov Complexity
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4-part harmony	On the difficulties for evolving 4-part harmony
A
Access Control	Evolutionary Algorithms for the Constrained Two-Level Role Mining Problem
ad hoc autonomous agent teams	Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem
Adam	Combining Geometric Semantic GP with Gradient-descent Optimization
Adaptation	On the Schedule for Morphological Development of Evolved Modular Soft Robots
Adaptive Optimizers	Evolving Adaptive Neural Network Optimizers for Image Classification
Adaptive size fitness predictors	Evolutionary design of reduced precision levodopa-induced dyskinesia classifiers
Adversarial Attacks	Brain programming and its resilience using a real-world database of a Snowy Plover shorebird
aesthetic measure	Quality-diversity for aesthetic evolution
Affective Computing	Emotion-Driven Interactive Storytelling: Let Me Tell You How to Feel Translating Emotions from EEG to Visual Arts
algorithm analysis	Search Trajectories Networks of Multi-objectiveEvolutionary Algorithms
algorithm performance prediction	Explainable Landscape Analysis in Automated Algorithm Performance Prediction
Algorithm Selection	Algorithm Selection for the Team Orienteering Problem
algorithmic behaviour	SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms
Alzheimer’s disease diagnosis	Negative Selection Algorithm for Alzheimer’s Diagnosis: Design and Performance Evaluation
anisotropy	Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law
Ant Colony Optimization	Performance evaluation of a parallel ant colony optimization for the real-time train routing selection problem in large instances
Anticipatory Learning Classifier System	Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems
API Migration	Search-Based Third-Party Library Migration at the Method-Level
Art generation	Translating Emotions from EEG to Visual Arts
Art Periods	An Application of Neural Embedding Models for Representing Artistic Periods
Artificial Intelligence	Optimising Communication Overhead in Federated Learning Using NSGA-II Emotion-Driven Interactive Storytelling: Let Me Tell You How to Feel
Artificial Spin Ice	Evolving Artificial Spin Ice Geometries Towards Computing Specific Functions
audio synthesis	Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling
Autoethnography	Co-Creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based Reflection
Automated Pre-processing	A New Genetic Algorithm for Automated Spectral Pre-processing in Nutrient Assessment
Automatic	EvoDesigner: towards aiding creativity in graphic design
B
Batches	Program Synthesis with Genetic Programming: The Influence of Batch Sizes
Bayesian Optimization	The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization
BCI	Towards Brain Controlled Sound Sampling
Beam Search	A Beam Search for the Shortest Common Supersequence Problem Guided by an Approximate Expected Length Calculation
Behavioral diversity	Seeking Specialization Through Novelty in Distributed Online Collective Robotics
Behavioural space	Neuroevolution Trajectory Networks of the Behaviour Space
Benchmark	PUBOi: a tunable benchmark with variable importance
Benchmarking	Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings
Bernoulli(p)^n distributions	Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence
Bilevel optimisation	Novelty-Driven Binary Particle Swarm Optimisation for Truss Optimisation Problems
Binary Quadratic Problem	Penalty Weights in QUBO formulations of Permutation Problems
Binary tomography	Swarm optimised few-view binary tomography
Bioinspired Algorithms	Mapping the Field of Metaheuristic and Bioinspired Portfolio Optimization
Bioinspired Optimization	Resilient Bioinspired Algorithms: A Computer System Design Perspective
Biometrics	Classifying Biometric Data for Musical Interaction within Virtual Reality
Black-box Optimization	Parameter Tuning for the (1 + (λ, λ)) Genetic Algorithm using Landscape Analysis and Machine Learning
block ciphers	On the Difficulty of Evolving Permutation Codes
Board Game	Deep Catan
Body-brain evolution	On the Schedule for Morphological Development of Evolved Modular Soft Robots
Bots	Study on Genetic Algorithm Approaches to Improve an Autonomous Agent for a Fighting Game
Brain Computer Interface	Towards Brain Controlled Sound Sampling
Brain-Computer Interface	Translating Emotions from EEG to Visual Arts
Brush Strokes	Painting with Evolutionary Algorithms
Building Knowledge	Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems
C
C. elegans	A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings
Cartesian genetic programming	Evolutionary design of reduced precision levodopa-induced dyskinesia classifiers
ccea	Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem
CEC-2017 benchmark functions	RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation
Classification	EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python
cloud computing	Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling
Clustering	EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python
Co-creation	Co-Creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based Reflection
Co-evolution	Co-evolution of Spies and Resistance Fighters
Coevolution	Evolutionary design of reduced precision levodopa-induced dyskinesia classifiers
Combinatorial Efficient Global Optimization	The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization
Combinatorial Optimisation	Statistical Investigation of Neighbourhood Utility in a Parallel Machine Scheduling Problem
combinatorial optimization	Algorithm Selection for the Team Orienteering Problem Deep Infeasibility Exploration Method for Vehicle Routing Problems Modeling the Costas Array Problem in QUBO for Quantum Annealing
Complexity	A Study on Noise, Complexity, and Audio Aesthetics
Compound Word	Conditional Drums Generation using Compound Word Representations
Computational Aesthetics	A Study on Noise, Complexity, and Audio Aesthetics Aesthetic Evaluation of Experimental Stimuli Using Spatial Complexity and Kolmogorov Complexity
Computational Creativity	Emotion-Driven Interactive Storytelling: Let Me Tell You How to Feel Translating Emotions from EEG to Visual Arts Painting with Evolutionary Algorithms Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts
Computer Systems	Resilient Bioinspired Algorithms: A Computer System Design Perspective
Conductance-based models	A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings
consensus-based optimization	Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law
Constant-Q transform spectrogram images	Music Style Transfer Using Constant-Q Transform Spectrograms
Constraint Handling	Penalty Weights in QUBO formulations of Permutation Problems
continuous optimization	Search Trajectories Networks of Multi-objectiveEvolutionary Algorithms
Convolutional Neural Network	Evolving Data Augmentation Strategies
convolutional neural networks	Classification of Guitar Effects and Extraction of their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks
cooperative co-evolutionary evolutionary algorithms	Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem
Cooperative Coevolution	Genetic Programming-Based Inverse Kinematics for Robotic Manipulators
Covering mechanism	Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS
crossover	Permutation-Invariant Representation of Neural Networks with Neuron Embeddings
D
Dance and Technology	Expressive Aliens - Laban Effort Factors for Non-Anthropomorphic Morphologies
Data Augmentation	Evolving Data Augmentation Strategies
deep learning	Permutation-Invariant Representation of Neural Networks with Neuron Embeddings Deep Catan A Systematic Evaluation of GPT-2-based Music Generation Optimising Communication Overhead in Federated Learning Using NSGA-II Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling Translating Emotions from EEG to Visual Arts
Deep Neural Nets	Generating novel furniture with machine learning
Deep Symbolic Regression	A RNN-based Hyper-heuristic for combinatorial problems
Denoising Autoencoders	Using Denoising Autoencoder Genetic Programming to Control Exploration and Exploitation in Search
Derivation Trees	Benchmarking Individual Representation in Grammar-Guided Genetic Programming
Design	Co-Creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based Reflection
Design Language	Generating novel furniture with machine learning
Development	On the Schedule for Morphological Development of Evolved Modular Soft Robots
Differential Evolution	A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings WebGE: an open-source tool for symbolic regression using Grammatical Evolution RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation Improving the Convergence and Diversity in Differential Evolution through a Stock Market Criterion
Digital Annealer	Penalty Weights in QUBO formulations of Permutation Problems
Digital healthcare	Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis
Distribution-specific learning	Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence
Divergent search	Neuroevolution Trajectory Networks of the Behaviour Space
Diversity	Creating Diverse Ensembles for Classification with Genetic Programming and Neuro-MAP-Elites Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers Improving the Convergence and Diversity in Differential Evolution through a Stock Market Criterion
Drums Generation	Conditional Drums Generation using Compound Word Representations
dynamic hierarchical job scheduling structure	Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling
Dynamic job shop scheduling	An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling
E
Economy	A Machine Learning-Based Approach for Economics-Tailored Applications: The Spanish Case Study
Electric vehicles	Multiobjective electric vehicle charging station locations in a city scale area: Malaga study case
Embodied cognition	On the Schedule for Morphological Development of Evolved Modular Soft Robots
EMG	Classifying Biometric Data for Musical Interaction within Virtual Reality
Emotion recognition	Emotion-Driven Interactive Storytelling: Let Me Tell You How to Feel
Encoding Representation	Conditional Drums Generation using Compound Word Representations
energy efficiency	EvoMCS: Optimising Energy and Throughput of Mission Critical Services
Energy-efficient	Evolutionary design of reduced precision levodopa-induced dyskinesia classifiers
Engineering Design	Implementing an Evolutionary Algorithm to Optimise Fractal Patterns and Investigate its Possible Contribution to the Design of Engineering Systems
ensemble	Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers
Ensemble classifiers	Creating Diverse Ensembles for Classification with Genetic Programming and Neuro-MAP-Elites
Ensemble learning	One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems
Enterprise Resource Planning Systems	Evolutionary Algorithms for the Constrained Two-Level Role Mining Problem
Entropy	A Study on Noise, Complexity, and Audio Aesthetics
Environments	Open-ended search for environments and adapted agents using MAP-Elites
Epistasis	SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming
Estimation of Distribution Algorithms	The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization Using Denoising Autoencoder Genetic Programming to Control Exploration and Exploitation in Search
EvoCC	EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python
EvoCluster	EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python
Evolution in hardware	Out of Time: On the Constrains that Evolution in Hardware Faces when Evolving Modular Robots
Evolution Strategies	Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts
Evolutionary	EvoDesigner: towards aiding creativity in graphic design
Evolutionary Algorithm	Evolving Data Augmentation Strategies Ground-truth segmentation of the spinal cord from 3T MR images using evolutionary computation Evolutionary Algorithms for the Constrained Two-Level Role Mining Problem EvoMCS: Optimising Energy and Throughput of Mission Critical Services Multi-Objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction Implementing an Evolutionary Algorithm to Optimise Fractal Patterns and Investigate its Possible Contribution to the Design of Engineering Systems Using Evolutionary Algorithms for Multi-Constrained Path Calculation in a Tunnelled Network Topology
Evolutionary Algorithms	On the Difficulty of Evolving Permutation Codes Public-Private Partnership: Evolutionary Algorithms as a Solution to Informative Asymmetries Open-ended search for environments and adapted agents using MAP-Elites Co-Creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based Reflection Painting with Evolutionary Algorithms Improving the Convergence and Diversity in Differential Evolution through a Stock Market Criterion Mapping the Field of Metaheuristic and Bioinspired Portfolio Optimization Evolving Artificial Spin Ice Geometries Towards Computing Specific Functions
evolutionary approach	Evolutionary Construction of Stories that Combine Several Plot Lines
evolutionary art	Quality-diversity for aesthetic evolution
evolutionary computation	Optimising Communication Overhead in Federated Learning Using NSGA-II Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts
Evolutionary Machine Learning	Evolving Data Augmentation Strategies
Evolutionary multi-objective optimization	Detecting Nested Structures Through Evolutionary Multi-Objective Clustering
Evolutionary Music	On the difficulties for evolving 4-part harmony
Evolutionary robotics	Out of Time: On the Constrains that Evolution in Hardware Faces when Evolving Modular Robots On the Schedule for Morphological Development of Evolved Modular Soft Robots
Evolvability	Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence
Expert Iteration	Deep Catan
Explainability	Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems Towards the Generation of Musical Explanations with GPT-3
Explainable Artificial Intelligence	Explaining Protein-Protein Interaction Predictions with Genetic Programming
Explainable Reinforcement Learning (XRL)	Multi-Objective Genetic Programming for Explainable Reinforcement Learning
exploratory landscape analysis	Explainable Landscape Analysis in Automated Algorithm Performance Prediction
Extreme Learning Machine	Multi-Objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction
F
FALA	Self-Adaptation of Neuroevolution Algorithms using Reinforcement Learning
feature importance	Explainable Landscape Analysis in Automated Algorithm Performance Prediction
Feature Selection	An Enhanced Opposition-based Evolutionary Feature Selection Approach SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming
federated learning	Optimising Communication Overhead in Federated Learning Using NSGA-II
Fighting Game	Study on Genetic Algorithm Approaches to Improve an Autonomous Agent for a Fighting Game
Fitness landscape	PUBOi: a tunable benchmark with variable importance
fitness measure	Quality-diversity for aesthetic evolution
Fixed-point arithmetic	Evolutionary design of reduced precision levodopa-induced dyskinesia classifiers
Flame	An Enhanced Opposition-based Evolutionary Feature Selection Approach
flash memories	On the Difficulty of Evolving Permutation Codes
Fractals	Implementing an Evolutionary Algorithm to Optimise Fractal Patterns and Investigate its Possible Contribution to the Design of Engineering Systems
G
GA	Study on Genetic Algorithm Approaches to Improve an Autonomous Agent for a Fighting Game
game play strategies	Co-evolution of Spies and Resistance Fighters
Gaussian mixture model	Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space
Generalisation	Multi-objective GP with AWS for Symbolic Regression
Generalization	Program Synthesis with Genetic Programming: The Influence of Batch Sizes
Generalization degree	Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS
Generative adversarial networks	Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space
Generative Art	Quality-diversity for aesthetic evolution Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts
generative design	Quality-diversity for aesthetic evolution Generating novel furniture with machine learning
Generative Music	A Systematic Evaluation of GPT-2-based Music Generation
Genetic Algorithm	Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space A New Genetic Algorithm for Automated Spectral Pre-processing in Nutrient Assessment Search-Based Third-Party Library Migration at the Method-Level Study on Genetic Algorithm Approaches to Improve an Autonomous Agent for a Fighting Game
Genetic Algorithms	Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling ANN-EMOA: Evolving Neural Networks Efficiently SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming On the difficulties for evolving 4-part harmony
Genetic Programming	Multi-Objective Genetic Programming for Explainable Reinforcement Learning Exploiting Knowledge from Code to Guide Program Search Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence Synthesizing Programs from Program Pieces using Genetic Programming and Refinement Type Checking Brain programming and its resilience using a real-world database of a Snowy Plover shorebird SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming Program Synthesis with Genetic Programming: The Influence of Batch Sizes Using Denoising Autoencoder Genetic Programming to Control Exploration and Exploitation in Search Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling Genetic Programming-Based Inverse Kinematics for Robotic Manipulators Multi-objective GP with AWS for Symbolic Regression Explaining Protein-Protein Interaction Predictions with Genetic Programming
Genetic Programming Reinforcement Learning (GPRL)	Multi-Objective Genetic Programming for Explainable Reinforcement Learning
Geometric Semantic GP	Combining Geometric Semantic GP with Gradient-descent Optimization
Global continuous optimization	Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization
Global Optimization	Improving the Convergence and Diversity in Differential Evolution through a Stock Market Criterion
GPT3	Towards the Generation of Musical Explanations with GPT-3
Gradient-Based Optimization	Combining Geometric Semantic GP with Gradient-descent Optimization
Grammar Guided Genetic Programming	Exploiting Knowledge from Code to Guide Program Search One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems
Grammar-Guided GP	Benchmarking Individual Representation in Grammar-Guided Genetic Programming
Grammatical Evolution	Exploiting Knowledge from Code to Guide Program Search Combining the properties of Random Forest with Grammatical Evolution to construct ensemble models WebGE: an open-source tool for symbolic regression using Grammatical Evolution Benchmarking Individual Representation in Grammar-Guided Genetic Programming
Granular Metamaterials	Evolution of Acoustic Logic Gates in Granular Metamaterials
graph coloring	On Monte Carlo Tree Search for Weighted Vertex Coloring
graph models	Automating Speedrun Routing: Overview and Vision
Graph Network	Generating novel furniture with machine learning
Graphic Design	EvoDesigner: towards aiding creativity in graphic design
Ground-truth segmentation	Ground-truth segmentation of the spinal cord from 3T MR images using evolutionary computation
guitar effects	Classification of Guitar Effects and Extraction of their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks
H
Handwriting Analysis	Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis Negative Selection Algorithm for Alzheimer’s Diagnosis: Design and Performance Evaluation
Hardware-oriented	Evolutionary design of reduced precision levodopa-induced dyskinesia classifiers
Heuristic Evaluation Function	A Beam Search for the Shortest Common Supersequence Problem Guided by an Approximate Expected Length Calculation
High dimensional optimisation	Swarm optimised few-view binary tomography
high-dimensional global optimization	Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law
HillClimbing	Painting with Evolutionary Algorithms
Hyper-heuristic	An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling
Hyper-heuristics	A RNN-based Hyper-heuristic for combinatorial problems
hyperparameter optimization	Optimising Communication Overhead in Federated Learning Using NSGA-II
I
IEEE 802.11ax	EvoMCS: Optimising Energy and Throughput of Mission Critical Services
Immunocomputing	Negative Selection Algorithm for Alzheimer’s Diagnosis: Design and Performance Evaluation
incremental construction	On the Difficulty of Evolving Permutation Codes
Information Asymmetry	Public-Private Partnership: Evolutionary Algorithms as a Solution to Informative Asymmetries
Information Theory	Aesthetic Evaluation of Experimental Stimuli Using Spatial Complexity and Kolmogorov Complexity
Infrastructure location	Multiobjective electric vehicle charging station locations in a city scale area: Malaga study case
Inheritance	Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS
Intelligent fashion	Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space
Interactive Music	Classifying Biometric Data for Musical Interaction within Virtual Reality
Interactive storytelling	Emotion-Driven Interactive Storytelling: Let Me Tell You How to Feel
Inverse Design Problem	Evolution of Acoustic Logic Gates in Granular Metamaterials
Inverse Kinematics	Genetic Programming-Based Inverse Kinematics for Robotic Manipulators
Ising Model	Penalty Weights in QUBO formulations of Permutation Problems
J
Japanoise	A Study on Noise, Complexity, and Audio Aesthetics
Job shop scheduling	Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling
jump functions	Stagnation Detection meets Fast Mutation
K
Knowledge Graph	Explaining Protein-Protein Interaction Predictions with Genetic Programming
Kolmogorov Complexity	Aesthetic Evaluation of Experimental Stimuli Using Spatial Complexity and Kolmogorov Complexity
L
L-SHADE algorithm	RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation
Laban Effort Factors	Expressive Aliens - Laban Effort Factors for Non-Anthropomorphic Morphologies
Landscape Analysis	Parameter Tuning for the (1 + (λ, λ)) Genetic Algorithm using Landscape Analysis and Machine Learning Statistical Investigation of Neighbourhood Utility in a Parallel Machine Scheduling Problem
Layout	EvoDesigner: towards aiding creativity in graphic design
LCS	Integrating Safety Guarantees into the Learning Classifier System XCS
Learning classifier systems	Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS
learning rate adaptation	Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies
Levodopa-induced dyskinesia	Evolutionary design of reduced precision levodopa-induced dyskinesia classifiers
Lexicase Selection	Program Synthesis with Genetic Programming: The Influence of Batch Sizes
Library Migration	Search-Based Third-Party Library Migration at the Method-Level
Linear genetic programming	Creating Diverse Ensembles for Classification with Genetic Programming and Neuro-MAP-Elites An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling
local search	Combining Geometric Semantic GP with Gradient-descent Optimization Modeling the Costas Array Problem in QUBO for Quantum Annealing On Monte Carlo Tree Search for Weighted Vertex Coloring
LSTM Neural Network	A Creative Tool for the Musician Combining LSTM and Markov Chains in Max/MSP
M
Machine Learning	Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems Classifying Biometric Data for Musical Interaction within Virtual Reality Explainable Landscape Analysis in Automated Algorithm Performance Prediction SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming A Machine Learning-Based Approach for Economics-Tailored Applications: The Spanish Case Study Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts
Map-Elites	Open-ended search for environments and adapted agents using MAP-Elites
marginal contribution	Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem
Markov Chain	A Creative Tool for the Musician Combining LSTM and Markov Chains in Max/MSP
Material Computation	Evolving Artificial Spin Ice Geometries Towards Computing Specific Functions
Max/MSP Neural Network	A Creative Tool for the Musician Combining LSTM and Markov Chains in Max/MSP
mean-field limit	Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law
Mechanical Computing	Evolution of Acoustic Logic Gates in Granular Metamaterials
Medical Images	Evolving Data Augmentation Strategies
Membrane Computing	Neuroevolution of Spiking Neural P Systems
meta-heuristics	SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms
Metaheuristics	Automating Speedrun Routing: Overview and Vision Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law A Machine Learning-Based Approach for Economics-Tailored Applications: The Spanish Case Study Deep Infeasibility Exploration Method for Vehicle Routing Problems Modeling the Costas Array Problem in QUBO for Quantum Annealing Mapping the Field of Metaheuristic and Bioinspired Portfolio Optimization
MFO	An Enhanced Opposition-based Evolutionary Feature Selection Approach
MIDI Composer	A Creative Tool for the Musician Combining LSTM and Markov Chains in Max/MSP
Mining Software Repositories	Exploiting Knowledge from Code to Guide Program Search
mission critical services	EvoMCS: Optimising Energy and Throughput of Mission Critical Services
Modular robots	Out of Time: On the Constrains that Evolution in Hardware Faces when Evolving Modular Robots
Monotone conjunctions	Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence
Monte Carlo Tree Search	Deep Catan On Monte Carlo Tree Search for Weighted Vertex Coloring
Morphological evolution	Out of Time: On the Constrains that Evolution in Hardware Faces when Evolving Modular Robots
Moth Flame Optimization	An Enhanced Opposition-based Evolutionary Feature Selection Approach
Moving Average	Improving the Convergence and Diversity in Differential Evolution through a Stock Market Criterion
MRI	Ground-truth segmentation of the spinal cord from 3T MR images using evolutionary computation
multi-agent systems	Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem
Multi-dimensional Knapsack	A RNN-based Hyper-heuristic for combinatorial problems
Multi-level Role Mining	Evolutionary Algorithms for the Constrained Two-Level Role Mining Problem
Multi-objective clustering	Detecting Nested Structures Through Evolutionary Multi-Objective Clustering
Multi-Objective Evolutionary Algorithm	Using Evolutionary Algorithms for Multi-Constrained Path Calculation in a Tunnelled Network Topology
multi-objective optimisation	Optimising Communication Overhead in Federated Learning Using NSGA-II Using Evolutionary Algorithms for Multi-Constrained Path Calculation in a Tunnelled Network Topology
Multi-Objective Optimization	Genetic Programming-Based Inverse Kinematics for Robotic Manipulators Multi-objective GP with AWS for Symbolic Regression Multi-Objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction Search Trajectories Networks of Multi-objectiveEvolutionary Algorithms
multi-robots	Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem
Multiobjective	Mapping the Field of Metaheuristic and Bioinspired Portfolio Optimization
Multiobjective optimization	Multiobjective electric vehicle charging station locations in a city scale area: Malaga study case
multiplot stories	Evolutionary Construction of Stories that Combine Several Plot Lines
Multitask	An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling
Music	Towards the Generation of Musical Explanations with GPT-3
Music Composition	Classifying Biometric Data for Musical Interaction within Virtual Reality
music control	MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control
music generation	MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control
Music Generation Evaluation	A Systematic Evaluation of GPT-2-based Music Generation
music information retrieval	Classification of Guitar Effects and Extraction of their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks
music representation	MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control
Music style transfer	Music Style Transfer Using Constant-Q Transform Spectrograms
music transformer	MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control
mutation operator	Stagnation Detection meets Fast Mutation
Myo	Classifying Biometric Data for Musical Interaction within Virtual Reality
N
N-CMAPSS	Multi-Objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction
natural evolution strategies	Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies
natural gradient	Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies
NEAT	Neuroevolution Trajectory Networks of the Behaviour Space Neuroevolution of Spiking Neural P Systems
Nested data clustering	Detecting Nested Structures Through Evolutionary Multi-Objective Clustering
Neural Embeddings	An Application of Neural Embedding Models for Representing Artistic Periods
neural networks	Permutation-Invariant Representation of Neural Networks with Neuron Embeddings ANN-EMOA: Evolving Neural Networks Efficiently Optimising Communication Overhead in Federated Learning Using NSGA-II Lamuse: Leveraging Artificial Intelligence for Sparking Inspiration
Neuroevolution	Permutation-Invariant Representation of Neural Networks with Neuron Embeddings Self-Adaptation of Neuroevolution Algorithms using Reinforcement Learning ANN-EMOA: Evolving Neural Networks Efficiently Evolving Adaptive Neural Network Optimizers for Image Classification Neuroevolution of Spiking Neural P Systems
Neuroscience	A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings
Non-determinism	Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems
Non-Player Character	Study on Genetic Algorithm Approaches to Improve an Autonomous Agent for a Fighting Game
Non-spiking neurons	A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings
Novelty Search	Neuroevolution Trajectory Networks of the Behaviour Space Novelty-Driven Binary Particle Swarm Optimisation for Truss Optimisation Problems Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers
NPCs	Study on Genetic Algorithm Approaches to Improve an Autonomous Agent for a Fighting Game
NSGA-II	Multiobjective electric vehicle charging station locations in a city scale area: Malaga study case
O
On-line Learning	Integrating Safety Guarantees into the Learning Classifier System XCS
Online evolutionary robotics	Seeking Specialization Through Novelty in Distributed Online Collective Robotics
Open-endedness	Open-ended search for environments and adapted agents using MAP-Elites
Open-source Software	WebGE: an open-source tool for symbolic regression using Grammatical Evolution
OpenAI Gym	Neuroevolution of Spiking Neural P Systems
Opposition-based	An Enhanced Opposition-based Evolutionary Feature Selection Approach
Optimisation	Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation
optimization	SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms
Optimization of transportation systems	Performance evaluation of a parallel ant colony optimization for the real-time train routing selection problem in large instances
P
painting	Lamuse: Leveraging Artificial Intelligence for Sparking Inspiration
Parallel computing	Performance evaluation of a parallel ant colony optimization for the real-time train routing selection problem in large instances
parameter control	Stagnation Detection meets Fast Mutation
parameter extraction	Classification of Guitar Effects and Extraction of their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks
Parameter Tuning	Parameter Tuning for the (1 + (λ, λ)) Genetic Algorithm using Landscape Analysis and Machine Learning
Parkinson's disease	Evolutionary design of reduced precision levodopa-induced dyskinesia classifiers
Path Computation	Using Evolutionary Algorithms for Multi-Constrained Path Calculation in a Tunnelled Network Topology
Penalty Weights	Penalty Weights in QUBO formulations of Permutation Problems
Permutation	Permutation-Invariant Representation of Neural Networks with Neuron Embeddings Penalty Weights in QUBO formulations of Permutation Problems
permutation codes	On the Difficulty of Evolving Permutation Codes
Phylogeny	Seeking Specialization Through Novelty in Distributed Online Collective Robotics
Physics Simulation	Expressive Aliens - Laban Effort Factors for Non-Anthropomorphic Morphologies
Plant Propagation Algorithm	Painting with Evolutionary Algorithms
Portfolio	Mapping the Field of Metaheuristic and Bioinspired Portfolio Optimization
Poster	EvoDesigner: towards aiding creativity in graphic design
powerline communications	On the Difficulty of Evolving Permutation Codes
Probabilistic Model-Building	Using Denoising Autoencoder Genetic Programming to Control Exploration and Exploitation in Search
process monitoring	SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms
Program Search	Exploiting Knowledge from Code to Guide Program Search
Program Synthesis	Synthesizing Programs from Program Pieces using Genetic Programming and Refinement Type Checking Program Synthesis with Genetic Programming: The Influence of Batch Sizes
Protein-Protein Interaction Prediction	Explaining Protein-Protein Interaction Predictions with Genetic Programming
Public Private Partnership	Public-Private Partnership: Evolutionary Algorithms as a Solution to Informative Asymmetries
Q
Quadratic Unconstrained Binary Optimisation	Penalty Weights in QUBO formulations of Permutation Problems
Quality diversity	Quality-diversity for aesthetic evolution
quantum annealing	Modeling the Costas Array Problem in QUBO for Quantum Annealing
Quantum-Inspired Optimisation	Penalty Weights in QUBO formulations of Permutation Problems
R
Rail Transportation	Performance evaluation of a parallel ant colony optimization for the real-time train routing selection problem in large instances
Random Forest	Combining the properties of Random Forest with Grammatical Evolution to construct ensemble models
Red Queen effect	Co-evolution of Spies and Resistance Fighters
Refinement Types	Synthesizing Programs from Program Pieces using Genetic Programming and Refinement Type Checking
Reinforcement Learning	Multi-Objective Genetic Programming for Explainable Reinforcement Learning Self-Adaptation of Neuroevolution Algorithms using Reinforcement Learning Expressive Aliens - Laban Effort Factors for Non-Anthropomorphic Morphologies
Remaining Useful Life	Multi-Objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction
Resilience	Resilient Bioinspired Algorithms: A Computer System Design Perspective
Robustness	Resilient Bioinspired Algorithms: A Computer System Design Perspective Brain programming and its resilience using a real-world database of a Snowy Plover shorebird
Roulette Wheel Selection Strategy	RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation
routing	Automating Speedrun Routing: Overview and Vision
S
Safe Reinforcement Learning	Integrating Safety Guarantees into the Learning Classifier System XCS
Safety	Integrating Safety Guarantees into the Learning Classifier System XCS
Salient Object Detection	Brain programming and its resilience using a real-world database of a Snowy Plover shorebird
search trajectories	Search Trajectories Networks of Multi-objectiveEvolutionary Algorithms
Search trajectory networks	Neuroevolution Trajectory Networks of the Behaviour Space
Search-Based Software Engineering	Search-Based Third-Party Library Migration at the Method-Level
Selective audio remixing	Music Style Transfer Using Constant-Q Transform Spectrograms
Semantic Methods	Combining Geometric Semantic GP with Gradient-descent Optimization
semantic segmentation	Lamuse: Leveraging Artificial Intelligence for Sparking Inspiration
Shortest Common Supersequence Problem	A Beam Search for the Shortest Common Supersequence Problem Guided by an Approximate Expected Length Calculation
Simplification	Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling
Simulated Annealing	Painting with Evolutionary Algorithms
Software Search	Exploiting Knowledge from Code to Guide Program Search
sonification	SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms
SonOpt	SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms
Sound	SpeechTyper: From Speech to Typographic Compositon
sound modeling	Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling
Sound Sampling	Towards Brain Controlled Sound Sampling
Spacecraft Trajectory Optimization	The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization
Spatial Complexity	Aesthetic Evaluation of Experimental Stimuli Using Spatial Complexity and Kolmogorov Complexity
SPEA2	Multiobjective electric vehicle charging station locations in a city scale area: Malaga study case
Specification mining	One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems
Speech	SpeechTyper: From Speech to Typographic Compositon
Speech-driven	SpeechTyper: From Speech to Typographic Compositon
speedrun	Automating Speedrun Routing: Overview and Vision
Spiking P Systems	Neuroevolution of Spiking Neural P Systems
Spinal cord atrophy	Ground-truth segmentation of the spinal cord from 3T MR images using evolutionary computation
Statistical Modelling	Statistical Investigation of Neighbourhood Utility in a Parallel Machine Scheduling Problem
Stochastic Optimization	Public-Private Partnership: Evolutionary Algorithms as a Solution to Informative Asymmetries
story generation	Evolutionary Construction of Stories that Combine Several Plot Lines
Structured Grammatical Evolution	Evolving Adaptive Neural Network Optimizers for Image Classification
style transfer	Lamuse: Leveraging Artificial Intelligence for Sparking Inspiration
surrogate	Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers
Sustainable mobility	Multiobjective electric vehicle charging station locations in a city scale area: Malaga study case
Swarm optimisation	Swarm optimised few-view binary tomography
Symbolic regression	Combining the properties of Random Forest with Grammatical Evolution to construct ensemble models WebGE: an open-source tool for symbolic regression using Grammatical Evolution Multi-objective GP with AWS for Symbolic Regression
T
t-SNE	An Application of Neural Embedding Models for Representing Artistic Periods
Task specialization	Seeking Specialization Through Novelty in Distributed Online Collective Robotics
team composition	Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem
Team Orienteering Problem	Algorithm Selection for the Team Orienteering Problem
theory	Stagnation Detection meets Fast Mutation
Transfer Learning	A Systematic Evaluation of GPT-2-based Music Generation
Transformer	Conditional Drums Generation using Compound Word Representations
Transformers	A Systematic Evaluation of GPT-2-based Music Generation
Transportation	Deep Infeasibility Exploration Method for Vehicle Routing Problems
Truss	Novelty-Driven Binary Particle Swarm Optimisation for Truss Optimisation Problems
Type design	SpeechTyper: From Speech to Typographic Compositon
Typography	SpeechTyper: From Speech to Typographic Compositon
U
Unbalanced Mallows Model	The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization
Unconventional Computation	Evolving Artificial Spin Ice Geometries Towards Computing Specific Functions
V
VAE	Towards Brain Controlled Sound Sampling
Variable importance	PUBOi: a tunable benchmark with variable importance
Variational Autoencoder	Towards Brain Controlled Sound Sampling
Vehicle routing problem	Deep Infeasibility Exploration Method for Vehicle Routing Problems
Vibrational Spectroscopy	A New Genetic Algorithm for Automated Spectral Pre-processing in Nutrient Assessment
Virtual creatures	Open-ended search for environments and adapted agents using MAP-Elites
Virtual Reality	Classifying Biometric Data for Musical Interaction within Virtual Reality
Visual Art	Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts
visualisation	Search Trajectories Networks of Multi-objectiveEvolutionary Algorithms
VR	Classifying Biometric Data for Musical Interaction within Virtual Reality
W
Walsh function	PUBOi: a tunable benchmark with variable importance
weighted vertex coloring	On Monte Carlo Tree Search for Weighted Vertex Coloring
Wekinator	Classifying Biometric Data for Musical Interaction within Virtual Reality
Wildlife Conservation	Brain programming and its resilience using a real-world database of a Snowy Plover shorebird
Word Embeddings	An Application of Neural Embedding Models for Representing Artistic Periods
X
XCS	Integrating Safety Guarantees into the Learning Classifier System XCS
XCS classifier system	Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS

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