EVOSTAR2024: EVOSTAR

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

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(1 + 1)-EA	Hardest Monotone Functions for Evolutionary Algorithms
2
2-D patterns	Grammar-based Evolution of Polyominoes
3
3D Art Generation	Modelling individual aesthetic preferences of 3D sculptures
4
4-part harmonization	On the impact of directed mutation applied to Evolutionary 4-part harmony models
A
Adversarial Attacks	A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks
Aesthetic judgement	Modelling individual aesthetic preferences of 3D sculptures
Aesthetic modelling	Modelling individual aesthetic preferences of 3D sculptures
Affective Computing	Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN
affective interactions	Pruning Worlds into Stories: Affective Interactions as Fitness Function
Agent-Based Modeling	Evolving Artificial Neural Networks for Simulating and Analyzing Fish Social Interactions
Aggregate channel features	Genetic Programming with Aggregate Channel Features for Flower Localization Using Limited Training Data
AI	AI-Driven Meditation: Personalization for Inner Peace
AI music composition	Generating emotional music based on improved C-RNN-GAN
Aircraft Conflict Resolution	Memory Based Evolutionary Algorithm for Dynamic Aircraft Conflict Resolution
Algorithm optimisation	Weighted Initialisation of Evolutionary Instrument and Pitch Detection in Polyphonic Music
algorithm performance prediction	Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack
Algorithm Selection	On the Utility of Probing Trajectories for Algorithm-Selection
Algorithm Trajectory	On the Utility of Probing Trajectories for Algorithm-Selection
Ant Brood Sorting	Nature-inspired Portfolio Diversification using Ant Brood Clustering
Ant Colony Optimization	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
Anticipated fitness evaluation	On the impact of directed mutation applied to Evolutionary 4-part harmony models
Artificial Agents	Evolving Artificial Neural Networks for Simulating and Analyzing Fish Social Interactions
Artificial Intelligence	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement
Augmentation	Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation
Automated Algorithm Configuration	On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems
automated algorithm design	Using large language models for iterative enhancement of metaheuristics: a viable path forward?
automatic code optimisation	Genetic Improvement of Last Level Cache
Automatic Playlist Generation	Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN
AutoML	Progressive Self-Supervised Multi-Objective NAS for Image Classification A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour
B
Bagging	Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks
Bayesian optimisation	Integrating Bayesian and Evolutionary Multi-objective Optimisation
Beam search	A Neural Network Based Guidance for a BRKGA: An Application to the Longest Common Square Subsequence Problem Iterated Beam Search for Wildland Fire Suppression
Benchmarking	Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners
bent	Look into the Mirror: Evolving Self-Dual Bent Boolean Functions
biased algorithms	A Simple Statistical Test Against Origin-Biased~Metaheuristics
Bin Packing Problem	Heuristics for Evolutionary Optimization for the Centered Bin Packing Problem
Binary Classification	GM4OS: an Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks
binning	Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification
Biohybrid machines	Incremental growth on CPPN based optimization of biohybrid actuators.
Black-Box Optimisation	On the Utility of Probing Trajectories for Algorithm-Selection
Black-box optimization	Emergence of new local search algorithms with neuro-evolution
Bloat control	Fuzzy Pattern Trees for Classification Problems Using Genetic Programming
Boolean functions	Look into the Mirror: Evolving Self-Dual Bent Boolean Functions A New Angle: On Evolving Rotation Symmetric Boolean Functions
Boosting	Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks
Brain-body co-optimization	Investigating Premature Convergence in Co-optimization of Morphology and Control in Evolved Virtual Soft Robots
Breast Cancer	Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation
C
C-RNN-GAN	Generating emotional music based on improved C-RNN-GAN
Cartesian Genetic Programming	Naturally Interpretable Control Policies via Graph-based Genetic Programming Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Power
Cellular Automata	Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments
cellular genetic algorithm	Cellular Genetic Algorithms for identifying variables in hybrid Gene Regulatory Networks
Chord progressions	The Chordinator: Modeling Music Harmony By Implementing Transformer Networks and Token Strategies
chronotherapy	Cellular Genetic Algorithms for identifying variables in hybrid Gene Regulatory Networks
Clustering	On the Latent Structure of the bbob-biobj Test Suite A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks Nature-inspired Portfolio Diversification using Ant Brood Clustering
CNN	Deep Learning Approaches for Sung Vowel Classification
Code Generation	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement
Cointegration	Nature-inspired Portfolio Diversification using Ant Brood Clustering
Collaborative Art	Collaborative Interactive Evolution of Art in the Latent Space of Deep Generative Models
Combinatorial optimization	Greedy heuristic guided by lexicographic excellence Migrolanding, the distribution of migrants as a solution to a reverse colonization problem
Community-Driven Technology	Symbiotic Connectivity: Optimizing Rural Digital Infrastructure with Solar-Powered Mesh Networks Using Multi-Objective Evolutionary Algorithms
Compositional Pattern Producing Networks	Incremental growth on CPPN based optimization of biohybrid actuators.
Computational Creativity	Co-creative orchestration of Angeles with layer scores and orchestration plans Evaluation Metrics for Automated Typographic Poster Generation
Computer games	Using Evolution and Deep Learning to Generate Diverse Intelligent Agents
Computer Go	Vision Transformers for Computer Go
Computerized Music	Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation
constrained multiobjective optimization	Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack
constraint violations	Frequency Fitness Assignment for Untangling Proteins in 2D
constructions	Look into the Mirror: Evolving Self-Dual Bent Boolean Functions
Continuous Control	Naturally Interpretable Control Policies via Graph-based Genetic Programming
Controllable Music Generation	MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-Granular Features
controlled music generation	Generating emotional music based on improved C-RNN-GAN
Convolution neural network	Using Evolution and Deep Learning to Generate Diverse Intelligent Agents
Convolutional Neural Networks	DeepEMO: A Multi-Indicator Convolutional Neural Network-based Evolutionary Multi-Objective Algorithm
Convolutional recurrent neural networks	Adaptation and Optimization of AugmentedNet for Roman Numeral Analysis Applied to Audio Signals
counterexamples	Reducing Generational Computation in Counterexample-Driven Genetic Programming without Formal Specifications
Covariance Matrix Adaptation Evolution Strategy	A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks
Curriculum Learning	Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation
D
data visualization	On the Latent Structure of the bbob-biobj Test Suite
Dataset	Building an Embodied Musicking Dataset for co-creative music-making
Decision Tree	Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation
decision-support	Finding sets of solutions for temporal uncertain problems
Deep Learning	Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack DALex: Lexicase-like Selection via Diverse Aggregation MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-Granular Features Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation Generating emotional music based on improved C-RNN-GAN
Deep Neural Architecture Search	An Evolutionary Deep Learning Approach for Efficient Quantum Algorithms Transpilation
Design Measures	Evaluation Metrics for Automated Typographic Poster Generation
Design of EAs	Evolutionary Computation meets Stream Processing
Differential Evolution	A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks Robust Neural Architecture Search using Differential Evolution for Medical Images A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks Using large language models for iterative enhancement of metaheuristics: a viable path forward?
Digital Games	MAP-Elites with Transverse Assessment for Multimodal Problems in Creative Domains
Directed mutation	On the impact of directed mutation applied to Evolutionary 4-part harmony models
Distributed computing	Evolutionary Computation meets Stream Processing
Diversity	Using Evolution and Deep Learning to Generate Diverse Intelligent Agents Cultivating Diversity: A Comparison of Diversity Objectives in Neuroevolution Strategies for Evolving Diverse and Effective Behaviours in Pursuit Domains
drift minimization	Hardest Monotone Functions for Evolutionary Algorithms
dynamic	Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification
dynamic environments	Leveraging More of Biology in Evolutionary Reinforcement Learning Hardest Monotone Functions for Evolutionary Algorithms
Dynamic Optimisation Problem	Memory Based Evolutionary Algorithm for Dynamic Aircraft Conflict Resolution
E
E-scooter mobility	Optimizing Urban Infrastructure for E-Scooter Mobility
E-waste collection problem	Q-learning Based Framework for Solving the Stochastic E-waste Collection Problem
EA implemeentation	Best practices for energy-thrifty evolutionary algorithms in the low-level language zig
Ecological Symbiosis	Symbiotic Connectivity: Optimizing Rural Digital Infrastructure with Solar-Powered Mesh Networks Using Multi-Objective Evolutionary Algorithms
Electric vehicle routing problem	Constructing ensembles of routing policies for the electric vehicle routing problem
Embedded Systems	Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Power
Embodied AI	Building an Embodied Musicking Dataset for co-creative music-making
Emergent Art	The Forest: Towards Emergent Collaborative Art through Human Swarming
Emergent behaviour	Using Evolution and Deep Learning to Generate Diverse Intelligent Agents
empirical cumulative distribution function	Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack
Energy Efficiency	Towards Physical Plausibility in Neuroevolution Systems
energy-aware computing	Best practices for energy-thrifty evolutionary algorithms in the low-level language zig
Ensemble	Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation
Ensemble learning	Constructing ensembles of routing policies for the electric vehicle routing problem
Enterprise resource planning systems	Studies on Multi-objective Role Mining in ERP Systems
epistasis	Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification
epistatic and multimodal optimisation problem	Cellular Genetic Algorithms for identifying variables in hybrid Gene Regulatory Networks
EvoDevo	Enough is Enough: Learning to Stop in Generative Systems
Evolution strategy	Evolving Artificial Neural Networks for Simulating and Analyzing Fish Social Interactions
Evolutionary Algorithm	Hardest Monotone Functions for Evolutionary Algorithms Memory Based Evolutionary Algorithm for Dynamic Aircraft Conflict Resolution Cultivating Diversity: A Comparison of Diversity Objectives in Neuroevolution Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification The Max-Cut’s Problem Solved with a Hybrid Evolutionary-QAOA Method
Evolutionary Algorithms	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement Evolving Visually-Diverse Graphic Design Posters Incremental growth on CPPN based optimization of biohybrid actuators. Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments Heuristics for Evolutionary Optimization for the Centered Bin Packing Problem Leveraging More of Biology in Evolutionary Reinforcement Learning Studies on Multi-objective Role Mining in ERP Systems Look into the Mirror: Evolving Self-Dual Bent Boolean Functions Best practices for energy-thrifty evolutionary algorithms in the low-level language zig Symbiotic Connectivity: Optimizing Rural Digital Infrastructure with Solar-Powered Mesh Networks Using Multi-Objective Evolutionary Algorithms
evolutionary approach	Pruning Worlds into Stories: Affective Interactions as Fitness Function
Evolutionary AutoML	Robust Neural Architecture Search using Differential Evolution for Medical Images
evolutionary biology	Leveraging More of Biology in Evolutionary Reinforcement Learning
Evolutionary Combinatorial Optimization	Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination
Evolutionary Computation	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems Evoboard: Geoboard-inspired Evolved Typefonts Towards Physical Plausibility in Neuroevolution Systems Evolving Reservoirs for Meta Reinforcement Learning Integrating Bayesian and Evolutionary Multi-objective Optimisation The Evolution of Legibility: Exploring Type Design with an Evolutionary Generative Adversarial Model
Evolutionary Design	Evaluation Metrics for Automated Typographic Poster Generation Evoboard: Geoboard-inspired Evolved Typefonts
Evolutionary Ensemble Learning	Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks
Evolutionary Feature Construction	Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression
evolutionary machine learning	Leveraging More of Biology in Evolutionary Reinforcement Learning An Evolutionary Deep Learning Approach for Efficient Quantum Algorithms Transpilation
Evolutionary music approximation	Weighted Initialisation of Evolutionary Instrument and Pitch Detection in Polyphonic Music
evolutionary NAS	Robust Neural Architecture Search using Differential Evolution for Medical Images
Evolutionary neural architecture search	Progressive Self-Supervised Multi-Objective NAS for Image Classification
Evolutionary Operators	Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments
evolutionary reinforcement learning	Leveraging More of Biology in Evolutionary Reinforcement Learning
Evolutionary robotics	Investigating Premature Convergence in Co-optimization of Morphology and Control in Evolved Virtual Soft Robots
Evolutionary self-supervised learning	Progressive Self-Supervised Multi-Objective NAS for Image Classification
exploratory landscape analysis	Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack
F
feature engineering	Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification
Feature selection	Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study
ffa	Frequency Fitness Assignment for Untangling Proteins in 2D
Fish Social Interactions	Evolving Artificial Neural Networks for Simulating and Analyzing Fish Social Interactions
fitness landscape	Hardest Monotone Functions for Evolutionary Algorithms
Fitness landscape analysis	Hilbert curves for efficient exploratory landscape analysis neighbourhood sampling
Flower localization	Genetic Programming with Aggregate Channel Features for Flower Localization Using Limited Training Data
Forward-Forward Algorithm	Low-Memory Matrix Adaptation Evolution Strategies exploiting gradient information and Lévy flight
Fuzzy Pattern Trees	Fuzzy Pattern Trees for Classification Problems Using Genetic Programming
G
Games	Vision Transformers for Computer Go
GAN	The Evolution of Legibility: Exploring Type Design with an Evolutionary Generative Adversarial Model
Gaussian processes	Integrating Bayesian and Evolutionary Multi-objective Optimisation
Generative Adversarial Networks	Collaborative Interactive Evolution of Art in the Latent Space of Deep Generative Models
Generative AI	PatternPortrait: Draw Me Like One of Your Scribbles No Longer Trending on Artstation: Prompt Analysis of Generative AI Art
Generative Design	Enough is Enough: Learning to Stop in Generative Systems
Generative Music	Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation
Genetic Algorithm	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
Genetic Algorithms	Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study A Neural Network Based Guidance for a BRKGA: An Application to the Longest Common Square Subsequence Problem GM4OS: an Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks
Genetic Improvement	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Power Genetic Improvement of Last Level Cache
Genetic Programming	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement Reducing Generational Computation in Counterexample-Driven Genetic Programming without Formal Specifications Fuzzy Pattern Trees for Classification Problems Using Genetic Programming Genetic Programming with Aggregate Channel Features for Flower Localization Using Limited Training Data DALex: Lexicase-like Selection via Diverse Aggregation Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression Using Evolution and Deep Learning to Generate Diverse Intelligent Agents GM4OS: an Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Power A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems Genetic Improvement of Last Level Cache Strategies for Evolving Diverse and Effective Behaviours in Pursuit Domains GP2SO: modeling and embedding 1-D signals using parametric symbolic regression
Genetic-Programming	A Hierarchical Approach to Evolving Behaviour-Trees for Swarm Control
Geometric Semantic Genetic Programming	SLIM_GSGP: The Non-Bloating Geometric Semantic Genetic Programming
Gradient	Low-Memory Matrix Adaptation Evolution Strategies exploiting gradient information and Lévy flight
grammar	Grammar-based Evolution of Polyominoes
Grammatical Evolution	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints
Graph Coloring	A memetic algorithm with adaptive operator selection for graph coloring
Graph Partitioning	Applying Graph Partitioning-Based Seeding Strategies to Software modularisation
Graph-based Genetic Programming	Naturally Interpretable Control Policies via Graph-based Genetic Programming
Graphic Design	Evolving Visually-Diverse Graphic Design Posters Evaluation Metrics for Automated Typographic Poster Generation
GRASP	Q-learning Based Framework for Solving the Stochastic E-waste Collection Problem
Greedy heuristic	Greedy heuristic guided by lexicographic excellence
Greedy Heuristics	Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments
Green computing	Best practices for energy-thrifty evolutionary algorithms in the low-level language zig
Guitar Pro	MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-Granular Features
Guitar Tablatures	MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-Granular Features
H
hardest functions	Hardest Monotone Functions for Evolutionary Algorithms
Harmonic models	On the impact of directed mutation applied to Evolutionary 4-part harmony models
heuristic search	Applying Graph Partitioning-Based Seeding Strategies to Software modularisation Iterated Beam Search for Wildland Fire Suppression
Heuristics	Heuristics for Evolutionary Optimization for the Centered Bin Packing Problem
Hilbert curve	Hilbert curves for efficient exploratory landscape analysis neighbourhood sampling
Human Swarming	The Forest: Towards Emergent Collaborative Art through Human Swarming
hybrid GRN	Cellular Genetic Algorithms for identifying variables in hybrid Gene Regulatory Networks
Hyper-heuristics	DeepEMO: A Multi-Indicator Convolutional Neural Network-based Evolutionary Multi-Objective Algorithm
Hyperheuristics	A memetic algorithm with adaptive operator selection for graph coloring
I
illumination algorithm	Finding Near-Optimal Portfolios With Quality-Diversity
Image Generation	MAP-Elites with Transverse Assessment for Multimodal Problems in Creative Domains
Image processing	Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Power
Imbalanced Data	GM4OS: an Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks
Immigration	Migrolanding, the distribution of migrants as a solution to a reverse colonization problem
Inflate and Deflate Mutations	SLIM_GSGP: The Non-Bloating Geometric Semantic Genetic Programming
Innovation Engines	Towards Sound Innovation Engines Using Pattern-Producing Networks and Audio Graphs
integer linear programming	Migrolanding, the distribution of migrants as a solution to a reverse colonization problem
Intelligent Agents	Using Evolution and Deep Learning to Generate Diverse Intelligent Agents Strategies for Evolving Diverse and Effective Behaviours in Pursuit Domains
intelligent interfaces	Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction
Interactive Art	The Forest: Towards Emergent Collaborative Art through Human Swarming
Interactive Evolutionary Computation	Collaborative Interactive Evolution of Art in the Latent Space of Deep Generative Models
interface evolution	Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction
Interpretable Policy	Naturally Interpretable Control Policies via Graph-based Genetic Programming
Intrusion Detection	Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks
Irish Traditional Music	Investigating the viability of Masked Language Modeling for symbolic music generation in abc-notation
J
Joint instrument and pitch recognition	Weighted Initialisation of Evolutionary Instrument and Pitch Detection in Polyphonic Music
K
k-means	3D Motion Analysis in MRI using a Multi-objective Evolutionary k-means Clustering
K-Nearest Neighbors	Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN
k1	Two fast but unsuccessful algorithms \\for generating randomly folded proteins in HP
k2	Two fast but unsuccessful algorithms \\for generating randomly folded proteins in HP
k3	Two fast but unsuccessful algorithms \\for generating randomly folded proteins in HP
Knee Point	Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression
L
L3 cache	Genetic Improvement of Last Level Cache
landscape analysis	On the Latent Structure of the bbob-biobj Test Suite
Large Language Model	Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments
Large language models	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement Using large language models for iterative enhancement of metaheuristics: a viable path forward?
Latent Representations	GP2SO: modeling and embedding 1-D signals using parametric symbolic regression
Latent Variable Evolution	Collaborative Interactive Evolution of Art in the Latent Space of Deep Generative Models
Layout	Evaluation Metrics for Automated Typographic Poster Generation
Learning Classifier Systems	DALex: Lexicase-like Selection via Diverse Aggregation Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners
Legibility	The Evolution of Legibility: Exploring Type Design with an Evolutionary Generative Adversarial Model
Lexicase Selection	Fuzzy Pattern Trees for Classification Problems Using Genetic Programming DALex: Lexicase-like Selection via Diverse Aggregation A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems
Lexicographic excellence	Greedy heuristic guided by lexicographic excellence
Linear Genetic Programming	Naturally Interpretable Control Policies via Graph-based Genetic Programming
local search	Experimental and Theoretical Analysis of Local Search Optimising OBDD Variable Orderings Emergence of new local search algorithms with neuro-evolution
Longest common subsequences	A Neural Network Based Guidance for a BRKGA: An Application to the Longest Common Square Subsequence Problem
Low-Memory Matrix Adaptation Evolution Strategy	Low-Memory Matrix Adaptation Evolution Strategies exploiting gradient information and Lévy flight
LSTM	Deep Learning Approaches for Sung Vowel Classification
Lévy Flight	Low-Memory Matrix Adaptation Evolution Strategies exploiting gradient information and Lévy flight
M
Machine learning	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study GP2SO: modeling and embedding 1-D signals using parametric symbolic regression
Many-objective optimisation	Integrating Bayesian and Evolutionary Multi-objective Optimisation
MAP-Elites	MAP-Elites with Transverse Assessment for Multimodal Problems in Creative Domains Finding Near-Optimal Portfolios With Quality-Diversity
Masked Language Models	Investigating the viability of Masked Language Modeling for symbolic music generation in abc-notation
Max-Cut	The Max-Cut’s Problem Solved with a Hybrid Evolutionary-QAOA Method
MAX-SAT	Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination
MaxSAT	Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination
Meditation	AI-Driven Meditation: Personalization for Inner Peace
Melanoma detection	Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach
Memetic Algorithm	A memetic algorithm with adaptive operator selection for graph coloring
MERT	Deep Learning Approaches for Sung Vowel Classification
Meta Reinforcement Learning	Evolving Reservoirs for Meta Reinforcement Learning
Metaheuristic Rule Learning	Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners
Metaheuristics	A New Angle: On Evolving Rotation Symmetric Boolean Functions Shape of the Waterfall: Solvability Transitions in the QAP Best practices for energy-thrifty evolutionary algorithms in the low-level language zig Using large language models for iterative enhancement of metaheuristics: a viable path forward?
migrant distribution	Migrolanding, the distribution of migrants as a solution to a reverse colonization problem
Mobility problem	Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem
Model Interpretability	SLIM_GSGP: The Non-Bloating Geometric Semantic Genetic Programming
Model Similarity	Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners
MRI	3D Motion Analysis in MRI using a Multi-objective Evolutionary k-means Clustering
Multi-criteria Decision-Making	Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression
Multi-goal Tasks	Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation
Multi-Objective	Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Power
Multi-objective evolutionary optimization	Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments
multi-objective optimization	On the Latent Structure of the bbob-biobj Test Suite On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems DeepEMO: A Multi-Indicator Convolutional Neural Network-based Evolutionary Multi-Objective Algorithm Studies on Multi-objective Role Mining in ERP Systems Finding sets of solutions for temporal uncertain problems
Multimodality	On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems
multiobjective evolutionary optimization	Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control
multiobjective policy gradient	Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control
multiobjective reinforcement learning	Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control
music emotion	Generating emotional music based on improved C-RNN-GAN
Music Generation	Co-creative orchestration of Angeles with layer scores and orchestration plans The Chordinator: Modeling Music Harmony By Implementing Transformer Networks and Token Strategies
Music performance	Building an Embodied Musicking Dataset for co-creative music-making
N
nature-inspired algorithms	A Simple Statistical Test Against Origin-Biased~Metaheuristics
near-optimal portfolios	Finding Near-Optimal Portfolios With Quality-Diversity
Network Function Allocation	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
Network Function Virtualization	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
Network Optimization	Symbiotic Connectivity: Optimizing Rural Digital Infrastructure with Solar-Powered Mesh Networks Using Multi-Objective Evolutionary Algorithms
Neural network training	A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks
Neural Networks	Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement A Neural Network Based Guidance for a BRKGA: An Application to the Longest Common Square Subsequence Problem Cultivating Diversity: A Comparison of Diversity Objectives in Neuroevolution
Neuro-evolution	Emergence of new local search algorithms with neuro-evolution
Neuroevolution	Incremental growth on CPPN based optimization of biohybrid actuators. Towards Physical Plausibility in Neuroevolution Systems Cultivating Diversity: A Comparison of Diversity Objectives in Neuroevolution Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction
NK landscape	Emergence of new local search algorithms with neuro-evolution
nonlinearity	A New Angle: On Evolving Rotation Symmetric Boolean Functions
novelty search	Strategies for Evolving Diverse and Effective Behaviours in Pursuit Domains
NSGA-II	3D Motion Analysis in MRI using a Multi-objective Evolutionary k-means Clustering
NVF	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
O
OBDD variable ordering	Experimental and Theoretical Analysis of Local Search Optimising OBDD Variable Orderings
open-endedness	Leveraging More of Biology in Evolutionary Reinforcement Learning
Optical Character Recognition	Evoboard: Geoboard-inspired Evolved Typefonts
Optimisation	Evolving Staff Training Schedules using an Extensible Fitness Function and a Domain Specific Language. The Max-Cut’s Problem Solved with a Hybrid Evolutionary-QAOA Method
optimization	Incremental growth on CPPN based optimization of biohybrid actuators.
Optimization of neural network architecture	Adaptation and Optimization of AugmentedNet for Roman Numeral Analysis Applied to Audio Signals
Orchestration	Co-creative orchestration of Angeles with layer scores and orchestration plans
Oversampling	GM4OS: an Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks
P
Parallel multi-objective optimization	Optimizing Urban Infrastructure for E-Scooter Mobility
Parallelization	Evolutionary Computation meets Stream Processing
Pareto front	Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control
Pareto graph	Finding sets of solutions for temporal uncertain problems
Pareto optimality	Integrating Bayesian and Evolutionary Multi-objective Optimisation
Particle swarm optimization	Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study
Partition Crossover	Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination
pathfinding	Finding sets of solutions for temporal uncertain problems
Pedestrian Evacuation	Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments
Phase transition	Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances Shape of the Waterfall: Solvability Transitions in the QAP
Phoneme Classification	Deep Learning Approaches for Sung Vowel Classification
Planning	Evolving Staff Training Schedules using an Extensible Fitness Function and a Domain Specific Language.
polyomino	Grammar-based Evolution of Polyominoes
Portfolio Diversification	Nature-inspired Portfolio Diversification using Ant Brood Clustering
portfolio optimization	Finding Near-Optimal Portfolios With Quality-Diversity
Poster	Evolving Visually-Diverse Graphic Design Posters
Poster Design	Evaluation Metrics for Automated Typographic Poster Generation
precise runtime analysis	Hardest Monotone Functions for Evolutionary Algorithms
predator-prey	Strategies for Evolving Diverse and Effective Behaviours in Pursuit Domains
program synthesis	Reducing Generational Computation in Counterexample-Driven Genetic Programming without Formal Specifications
Prompt Optimization	Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments
Prompting	No Longer Trending on Artstation: Prompt Analysis of Generative AI Art
protein folding	Frequency Fitness Assignment for Untangling Proteins in 2D
Pseudo-Boolean Functions	Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination
Pursuit	Using Evolution and Deep Learning to Generate Diverse Intelligent Agents
Q
Q-learning	Q-learning Based Framework for Solving the Stochastic E-waste Collection Problem
QAOA	The Max-Cut’s Problem Solved with a Hybrid Evolutionary-QAOA Method
quadratic assignment problem	Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances Shape of the Waterfall: Solvability Transitions in the QAP
Quality Diversity	Evolving Visually-Diverse Graphic Design Posters MAP-Elites with Transverse Assessment for Multimodal Problems in Creative Domains
Quality Diversity Search	Towards Sound Innovation Engines Using Pattern-Producing Networks and Audio Graphs
Quality Indicators	DeepEMO: A Multi-Indicator Convolutional Neural Network-based Evolutionary Multi-Objective Algorithm
quality-diversity	Finding Near-Optimal Portfolios With Quality-Diversity A Hierarchical Approach to Evolving Behaviour-Trees for Swarm Control
Quantum Transpilation	An Evolutionary Deep Learning Approach for Efficient Quantum Algorithms Transpilation
Quantum Variational Algorithms	An Evolutionary Deep Learning Approach for Efficient Quantum Algorithms Transpilation
R
random local search	A Theoretical Investigation Of Termination Criteria For Evolutionary Algorithms
Raw Audio	Deep Learning Approaches for Sung Vowel Classification
Real Time Applications	Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Power
Real-World	Evolving Staff Training Schedules using an Extensible Fitness Function and a Domain Specific Language.
real-world application	Cellular Genetic Algorithms for identifying variables in hybrid Gene Regulatory Networks
Recombination Operators	Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination
Regularisation	A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks
Reinforcement Learning	Low-Memory Matrix Adaptation Evolution Strategies exploiting gradient information and Lévy flight Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation
representation	Grammar-based Evolution of Polyominoes
Representation Learning	PatternPortrait: Draw Me Like One of Your Scribbles
Reservoir Computing	Evolving Reservoirs for Meta Reinforcement Learning
reverse colonization	Migrolanding, the distribution of migrants as a solution to a reverse colonization problem
risk stratification	Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification
Role based access control	Studies on Multi-objective Role Mining in ERP Systems
Roman numeral analysis	Adaptation and Optimization of AugmentedNet for Roman Numeral Analysis Applied to Audio Signals
rotation symmetry	A New Angle: On Evolving Rotation Symmetric Boolean Functions
Routing policies	Constructing ensembles of routing policies for the electric vehicle routing problem
RS-CMSA-ESII	Cellular Genetic Algorithms for identifying variables in hybrid Gene Regulatory Networks
Rule Learning	Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners
run time analysis	Experimental and Theoretical Analysis of Local Search Optimising OBDD Variable Orderings
runtime analysis	A Theoretical Investigation Of Termination Criteria For Evolutionary Algorithms
Rural Connectivity	Symbiotic Connectivity: Optimizing Rural Digital Infrastructure with Solar-Powered Mesh Networks Using Multi-Objective Evolutionary Algorithms
S
Sampling	Hilbert curves for efficient exploratory landscape analysis neighbourhood sampling
Satisfiability	Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances
SBSE	Genetic Improvement of Last Level Cache
Scheduling	Evolving Staff Training Schedules using an Extensible Fitness Function and a Domain Specific Language.
Search characteristics	A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour
self-dual bent	Look into the Mirror: Evolving Self-Dual Bent Boolean Functions
Self-regulation	Enough is Enough: Learning to Stop in Generative Systems
Sentiment Analysis	Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments
Service Function Chaining	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
SFC	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
Shape Mining	An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints
Sketch Data	PatternPortrait: Draw Me Like One of Your Scribbles
Social ranking	Greedy heuristic guided by lexicographic excellence
Soft robotics	Investigating Premature Convergence in Co-optimization of Morphology and Control in Evolved Virtual Soft Robots
Software Engineering	Applying Graph Partitioning-Based Seeding Strategies to Software modularisation Genetic Improvement of Last Level Cache
Software Modularisation	Applying Graph Partitioning-Based Seeding Strategies to Software modularisation
Sound Synthesis	Towards Sound Innovation Engines Using Pattern-Producing Networks and Audio Graphs
Sparse model	Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem
Sparse Reward	Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation
Stacking	Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks
statistical tests	A Simple Statistical Test Against Origin-Biased~Metaheuristics
STEM	Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation
stochastic optimal control	Leveraging More of Biology in Evolutionary Reinforcement Learning
story generation	Pruning Worlds into Stories: Affective Interactions as Fitness Function
Sung Vowels	Deep Learning Approaches for Sung Vowel Classification
Surrogate	Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem
surrogate assisted optimization	Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control
Sustainable Infrastructure	Symbiotic Connectivity: Optimizing Rural Digital Infrastructure with Solar-Powered Mesh Networks Using Multi-Objective Evolutionary Algorithms
Swarm-Robotics	A Hierarchical Approach to Evolving Behaviour-Trees for Swarm Control
Switching Dynamic Binary Value	Hardest Monotone Functions for Evolutionary Algorithms
Symbolic Music Generation	Investigating the viability of Masked Language Modeling for symbolic music generation in abc-notation MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-Granular Features
Symbolic Regression	DALex: Lexicase-like Selection via Diverse Aggregation Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems GP2SO: modeling and embedding 1-D signals using parametric symbolic regression
T
termination criteria	A Theoretical Investigation Of Termination Criteria For Evolutionary Algorithms
Text Generation	AI-Driven Meditation: Personalization for Inner Peace MAP-Elites with Transverse Assessment for Multimodal Problems in Creative Domains Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments
Text-to-image Generation	MAP-Elites with Transverse Assessment for Multimodal Problems in Creative Domains
Tokenization Strategies	The Chordinator: Modeling Music Harmony By Implementing Transformer Networks and Token Strategies
TPOT	A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour
Transformer	Vision Transformers for Computer Go
Transformer Neural Networks	The Chordinator: Modeling Music Harmony By Implementing Transformer Networks and Token Strategies
Transformers	MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-Granular Features
TTS	AI-Driven Meditation: Personalization for Inner Peace
Type Design	Evoboard: Geoboard-inspired Evolved Typefonts The Evolution of Legibility: Exploring Type Design with an Evolutionary Generative Adversarial Model
Typefont	Evoboard: Geoboard-inspired Evolved Typefonts
U
Urban infrastructure	Optimizing Urban Infrastructure for E-Scooter Mobility
V
Video generation	AI-Driven Meditation: Personalization for Inner Peace
Virtualization of Network Functions	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
Visual Arts & Culture	No Longer Trending on Artstation: Prompt Analysis of Generative AI Art
Visualization	A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour
VNF	Combining Genetic Algorithms and Ant Colony Optimization for the Effective Allocation of Virtual Network Functions in a 5G Network
W
Walsh basis	Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem
Web of Data	An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints
wildfire suppression	Iterated Beam Search for Wildland Fire Suppression
Z
zig	Best practices for energy-thrifty evolutionary algorithms in the low-level language zig

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