yusuke1997/dblp-id-title huggingface dataset:
Walking through the Quadratic Assignment-Instance Space: Algorithm Performance and Landscape Measures
A new evolutionary approach using pre-post testing to trigger exploration and exploitation in DOPs
Evolutionary computation: an investigation of parameter space
Edge Dection of Petrographic Image Using Genetic Programming
Random Search is Parsimonious
Real-world data modeling
Bonding as a swarm: applying bee nest-site selection behaviour to protein docking
Swarm intelligence in e-learning: a learning object sequencing agent based on competencies
EvolMusic: towards musical adversarial examples for black-box attacks on speech-to-text
Can evolutionary computing be applied to dementia care?
Gap finding and validation in evolutionary multi- and many-objective optimization
Curious and creative machines
Evolutionary Testing in Component-Based Real-Time System Construction
Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism
STHV-Net: Hypervolume Approximation based on Set Transformer
Co-evolving Recurrent Neural Networks and their Hyperparameters with Simplex Hyperparameter Optimization
A fitness-based adaptation scheme for control parameters in differential evolution
Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60
Discovery of Human-Competitive Image Texture Feature Extraction Programs Using Genetic Programming
A variance decomposition approach to the analysis of genetic algorithms
Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noiseless BBOB-2010 testbed
Backend-agnostic Tree Evaluation for Genetic Programming
Prediction using Pittsburgh learning classifier systems: APCS use case
Considering Memory Networks in the LTM Structure of the Multilevel Darwinist Brain
Solving optimal pump control problem using max-min ant system
On the analysis of the (1+1) memetic algorithm
Prioritized grammar enumeration: symbolic regression by dynamic programming
VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune System
Enhancing the GA's Ability to Cope with Dynamic Environments
Next generation genetic algorithms
Fast algorithm for fair comparison of genetic algorithms
Reference point specification in hypervolume calculation for fair comparison and efficient search
Uncertainty in Surrogate Models
Agent-based support for interactive search in conceptual software engineering design
Scalability analysis of grammatical evolution based test data generation
Homologous Crossover in Genetic Programming
Warping search: a new metaheuristic applied to the protein structure prediction
GA-based parameter tuning for multi-agent systems
A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture
New challenges for memetic algorithms on continuous multi-objective problems
Genetic drift in univariate marginal distribution algorithm
Development of a multi-model system to accommodate unknown misclassification costs in prediction of patient recruitment in multicentre clinical trials
A symbolic evolutionary algorithm software platform
MOGCLA: A Multi-Objective Genetic Clustering Algorithm for Large Data Analysis
A new ant colony algorithm for multi-label classification with applications in bioinfomatics
Simple on-the-fly parameter selection mechanisms for two classical discrete black-box optimization benchmark problems
Sample aware embedded feature selection for reinforcement learning
The essence of real-valued characteristic function for pairwise relation in linkage learning for EDAs
Evolution of neural networks
Evolutionary Cross-Domain Hyper-Heuristics
DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming
Interaction between model and its evolution control in surrogate-assisted CMA evolution strategy
Symbolic regression using nearest neighbor indexing
RARE: evolutionary feature engineering for rare-variant bin discovery
Improving reputation systems for wireless sensor networks using genetic algorithms
Multi-objective recommender system for corporate MOOC
Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems
A benchmark for quality indicators in multi-objective optimization
A Preference-based Activity Scheduling Algorithm Using Many-objective Optimization
Evolving cooperative behavior in a power market
Bee SLAM: a probabilistic framework for studying orientation flights in bees and wasps
AVICE: Evolving Avatar's Movernent
Many-threaded implementation of differential evolution for the CUDA platform
A new Selection Scheme for Steady-State Evolution Strategies
Robust neuro-control for a micro quadrotor
Comparison of cooperative, multiobjective cooperative and classical evolutionary algorithms for global supply chain optimisation
From Fitness Landscapes to Explainable AI and Back
Evolving parsimonious circuits through shapley value-based genetic programming
Model guided sampling optimization with gaussian processes for expensive black-box optimization
Estimation-of-Distribution Algorithms for Multi-Valued Decision Variables
Gene transposon based clonal selection algorithm for clustering
What Makes a Problem GP-Hard? Validating a Hypothesis of Structural Causes
A framework for high-dimensional robust evolutionary multi-objective optimization
Challenges for learning in complex environments
Shadow Gene Guidance: A Novel Approach for Elevating Genetic Programming Classifications and Boosting Predictive Confidence
Noisy multiobjective black-box optimization using bayesian optimization
Heterogeneous cooperative coevolution: strategies of integration between GP and GA
An XCS approach to forecasting financial time series
Solving QUBO with MOPSO and Decomposition
Optimization of morphological data in numerical taxonomy analysis using genetic algorithms feature selection method
ACO-Pruning for Deep Neural Networks: A Case Study in CNNs
Distributed Constraint Satisfaction, Restricted Recombination, and Hybrid Genetic Search
Specialized Hardware for Implementation of Evolutionary Algorithms
On the Unbounded External Archive and Population Size in Preference-based Evolutionary Multi-objective Optimization Using a Reference Point
Abstract functions and lifetime learning in genetic programming for symbolic regression
Modified crowding distance and mutation for multimodal multi-objective optimization
Benchmarking a pool-based execution with GA and PSO workers on the BBOB noiseless testbed
Update Strength in EDAs and ACO: How to Avoid Genetic Drift
Generation of consistent sets of multi-label classification rules with a multi-objective evolutionary algorithm
Incorporating User Preferences in MOEA/D through the Coevolution of Weights
Evolutionary neural cascade search across supernetworks
Graph-Based Mutations for Music Generation
Evolving Hogg's Quantum Algorithm Using Linear-Tree GP
Evolving CUDA PTX programs by quantum inspired linear genetic programming
The Hitting Set Problem and Evolutionary Algorithmic Techniques with ad-hoc Viruses (HEAT-V)
Real-space evolutionary annealing
Evolutionary motion design for humanoid robots
Artificial immune systems for optimisation
Towards the automated recovery of complex temporal API-usage patterns
A genetic algorithm to enhance transmembrane helices prediction
Lithology discrimination using seismic elastic attributes: a genetic fuzzy classifier approach
Linkage Identification by Nonlinearity Check for Real-Coded Genetic Algorithms
Towards explainable metaheuristic: mining surrogate fitness models for importance of variables
Devising Effective Novelty Search Algorithms: A Comprehensive Empirical Study
Gecco 2008 grammatical evolution tutorial
An Experimental Comparison Of Genetic And Classical Concept Learning Methods
Analyzing probabilistic models in hierarchical BOA on traps and spin glasses
Evolutionary hypernetwork models for aptamer-based cardiovascular disease diagnosis
Evolutionary Algorithms: A new hope for the future of music teaching
Best SubTree genetic programming
Benchmarking CMA-ES with margin on the bbob-mixint testbed
On average time complexity of evolutionary negative selection algorithms for anomaly detection
Reliability-based MOGA design optimization using probabilistic response surface method and bayesian neural network
ATR's Artificial Brain ("CAM-Brain") Project: A Sample of What Individual "CoDi-1Bit" Model Evolved Neural Net Modules Can Do with Digital and Analog I/O
Towards the design and implementation of optimization networks in HeuristicLab
Self-modifying cartesian genetic programming
A new hybrid evolutionary algorithm for the huge k -cardinality tree problem
Swarming to rank for information retrieval
Satellite Image based Crop Classification Using Convolutional Autoencoder
Confusion matrices for improving performance of feature pattern classifier systems
Transfer learning in evolutionary spaces
Cross-validation In Multiagent-based Simulation: Analyzing Evolutionary Bargaining Agents
Robust multi-modal optimisation
Genetic algorithms for self-spreading nodes in MANETs
Evolved nonlinear predictor functions for lossless image compression
Recent developments in autoconstructive evolution
An efficient implementation of iterative partial transcription for the traveling salesman problem
A comparison of tournament and lexicase selection paradigms in regression problems: error-based fitness versus correlation fitness
Interday foreign exchange trading using linear genetic programming
Searching for resource-efficient programs: low-power pseudorandom number generators
Analysing evolvable cell design for optimisation of routing options
On the Design of Hard mUBQP Instances
Parameterized Complexity Analysis of Evolutionary Algorithms
Global Line Search Algorithm Hybridized with Quadratic Interpolation and Its Extension to Separable Functions
Does constraining the search space of GA always help?: the case of balanced crossover operators
Explorations on template-directed genetic repair using ancient ancestors and other templates
Managing team-based problem solving with symbiotic bid-based genetic programming
Inexact pattern matching using genetic algorithm
On the effect of populations in evolutionary multi-objective optimization
Novelty search for deep reinforcement learning policy network weights by action sequence edit metric distance
RGP: an open source genetic programming system for the R environment
Biobjective evolutionary and heuristic algorithms for intersection of geometric graphs
Autonomous evolutionary music composer
An adaptive pursuit strategy for allocating operator probabilities
CMA-ES with margin: lower-bounding marginal probability for mixed-integer black-box optimization
An investigation into the structure of genomes within an evolution that uses embryogenesis
New malware detection system using metric-based method and hybrid genetic algorithm
Coevolutionary multi-population genetic programming for data classification
Counter example for Q-bucket-brigade under prediction problem
Validating a Model of Colon Colouration Using an Evolution Strategy with Adaptive Approximations
A dynamic fitness function for search based software testing
Genetic programming with a norm-referenced fitness function
Analysis of evolutionary algorithms using multi-objective parameter tuning
Towards Evolutionary Control Laws for Viability Problems
Enhancing Tournament Selection to Prevent Code Bloat in Genetic Programming
Momentum Enhanced Neuroevolution
Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms
Genetic algorithms for water quality management in an urban watershed
Growing Artificial Neural Networks for Control: the Role of Neuronal Diversity
Genetic programming with external memory in sequence recall tasks
Evolving labelings of graceful graphs
Fine-Grain Knowledge Transfer-based Multitask Particle Swarm Optimization with Dual Clustering-based Task Generation for High-Dimensional Feature Selection
De-redundancy in a random boolean network using knockout
Stochastic volatility modeling with computational intelligence particle filters
Theory of Evolution Strategies and Related Algorithms
Segment-based genetic programming
Size-based tournaments for node selection
Optimising the fit of stack overflow code snippets into existing code
Overcoming deception in evolution of cognitive behaviors
A study of evolutionary robustness in stochastically tiled polyominos
Co-evolutionary probabilistic structured grammatical evolution
Informed operators: Speeding up genetic-algorithm-based design optimization using reduced models
MeSwarm: memetic particle swarm optimization
A comparison of multiobjective evolutionary algorithms with informed initialization and kuhn-munkres algorithm for the sailor assignment problem
On the benefits of populations for the exploitation speed of standard steady-state genetic algorithms
An evolved neural controller for bipedal walking with dynamic balance
Efficient real-time hypervolume estimation with monotonically reducing error
IAM 2016 Chairs' Welcome & Organization
Evolving Consensus Sequence for Multiple Sequence Alignment with a Genetic Algorithm
PSAF: a probabilistic surrogate-assisted framework for single-objective optimization
Towards optimizing neural networks' connectivity and architecture simultaneously with feature selection
Dynamic adaptation of decomposition vector set size for MOEA/D
A genetic approach to statistical disclosure control
MFENAS: multifactorial evolution for neural architecture search
Particle swarm optimization: a guide to effective, misconception free, real world use
"Re-ID BUFF": an enhanced similarity measurement based on genetic programming for person re-identification
Surrogate models for IoT task allocation optimization
A Comparison Exercise on Parallel Evaluation of Rosenbrock Function
Genetically designed heuristics for the bin packing problem
Extending XCSF beyond linear approximation
Community structure detection in multipartite networks: a new fitness measure
Swarming with logic
Obtaining ground states of ising spin glasses via optimizing bonds instead of spins
Computing Star Discrepancies with Numerical Black-Box Optimization Algorithms
Parallel GPQUICK
Evolutionary synthesis of dynamical systems: the past, current, and future
Genetic Algorithms for Component Analysis
On the behaviour of the (1, λ)-es for a conically constrained problem
Evolutionary optimization of dynamic control problems accelerated by progressive step reduction
Evolving a real-world vehicle warning system
Genetic Programming for Image Analysis: Orientation Detection
Ant Colony Optimization with Policy Gradients and Replay
Improving small population performance under noise with viral infection + tropism
Evolving neural networks that are both modular and regular: HyperNEAT plus the connection cost technique
Sustaining diversity using behavioral information distance
Feature selection for surrogate model-based optimization
Long-term evolutionary dynamics in heterogeneous cellular automata
Pareto optimal search based refactoring at the design level
Pareto cooperative coevolutionary genetic algorithm using reference sharing collaboration
Using performance fronts for parameter setting of stochastic metaheuristics
Evolutionary meta reinforcement learning for portfolio optimization
Stepsize control on the modified bacterial foraging algorithm for constrained numerical optimization
A honeybee mating optimization algorithm for solving the static bike rebalancing problem
Deriving evaluation metrics for applicability of genetic algorithms to optimization problems
On the mutual information as a fitness landscape measure
A Systematic Study of Genetic Algorithms with Genotype Editing
DiBB: distributing black-box optimization
Directed Quick Search Guided Evolutionary Algorithm for Large-scale Multi-objective Optimization Problems
Evolving heuristics with genetic programming
Maintaining diversity through adaptive selection, crossover and mutation
Quality Diversity optimization using the IsoLineDD operator: forward and backward directions are equally important
Fine-grained population diversity estimation for genetic programming based structure identification
Comparison of linear genetic programming variants for symbolic regression
Model-based evolutionary algorithms: GECCO 2020 tutorial
Solving QUBO with GPU parallel MOPSO
Evolutionary fabrication: a system of autonomous invention
THNAS-GA: A Genetic Algorithm for Training-free Hardware-aware Neural Architecture Search
Hyperplane initialized local search for MAXSAT
A memory efficient and continuous-valued compact EDA for large scale problems
Finding Maximum Cliques with Distributed Ants
Dynamic Influence For Coevolutionary Agents
An incremental ant colony algorithm with local search for continuous optimization
Modularity and symmetry in computational embryogeny
EBIC: a next-generation evolutionary-based parallel biclustering method
Phlegmatic Mappings for Function Optimization with Genetic Algorithms
Automatic Design of Specialized Variation Operators for the Multi-Objective Quadratic Assignment Problem
When does Cartesian genetic programming minimize the phenotype size implicitly?
Particle swarm optimization for multi-label classification
Towards large scale automated algorithm design by integrating modular benchmarking frameworks
Hybrid POMDP based evolutionary adaptive framework for efficient visual tracking algorithms
Acquiring moving skills in robots with evolvable morphologies: recent results and outlook
Skill emergence and transfer in multi-agent environments
Search-based test data generation from stateflow statecharts
Breeding swarms: a new approach to recurrent neural network training
Voronoi Diagrams Based Function Identification
Envy based fairness in hedonic games
Quantum Genetic Algorithms
Onboard Class Incremental Learning for Resource-Constrained scenarios using Genetic Algorithm and TinyML
Towards continual reinforcement learning through evolutionary meta-learning
The automated design of local optimizers for memetic algorithms employing supportive coevolution
Controlling tensegrity robots through evolution
Balancing teams with quality-diversity for heterogeneous multiagent coordination
An iterative model refinement approach for MOEA computation time reduction
GECCO'16 Black-Box Optimization Benchmarking Workshop (BBOB-2016): Workshop Chairs' Welcome Message
SPSO 2011: analysis of stability; local convergence; and rotation sensitivity
Applying evolutionary computation to harness passive material properties in robots
Focusing versus Intransitivity
G-Metric: an M-ary quality indicator for the evaluation of non-dominated sets
Structure and metaheuristics
Discovering biological motifs with genetic programming
Quality diversity for multi-task optimization
Neuroevolution for deep reinforcement learning problems
An efficient evolutionary algorithm applied to the design of two-dimensional IIR filters
A guide for fitness function design
Artificial immune systems in the context of autonomic computing: integrating design paradigms
Hyperspectral Image Analysis Using Genetic Programming
Methodology to select solutions from the pareto-optimal set: a comparative study
Behavioral programming: a broader and more detailed take on semantic GP
RankDE: learning a ranking function for information retrieval using differential evolution
How Random Generator Quality Impacts GA Performance
Estimation of fitness landscape contours in EAs
An investigation of real-valued accuracy-based learning classifier systems for electronic fraud detection
Optimal design of ad hoc injection networks by using genetic algorithms
Comparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier
Meta-learning by the baldwin effect
Unit-aware multi-objective genetic programming for the prediction of the stokes flow around a sphere
Hierarchical Problem Solving and the Bayesian Optimization Algorithm
Graph-based multi-objective generation of customised wiring harnesses
Fairness in generative modeling: do it unsupervised!
Empirical analysis of variance for genetic programming based symbolic regression
On constructing ensembles for combinatorial optimisation
A genetic programming approach to feature construction for ensemble learning in skin cancer detection
Metabolic Design And Engineering Through Ant Colony Optimization
On Parameterizing Models of Antigen-Antibody Binding Dynamics on Surfaces - A Genetic Algorithm Approach and the Need for Speed
Analyzing search heuristics with differential equations
Generating diverse and discriminatory knapsack instances by searching for novelty in variable dimensions of feature-space
GenAttack: practical black-box attacks with gradient-free optimization
A hybrid of genetic algorithm and bottleneck shifting for flexible job shop scheduling problemA hybrid of genetic algorithm and bottleneck shifting for flexible job shop scheduling problem
N-Dimensional Surface Mapping Using Genetic Programming
Constraining connectivity to encourage modularity in HyperNEAT
The directional EDA for global optimization
Mutation as a diversity enhancing mechanism in genetic programming
A Differential Pheromone Grouping Ant Colony Optimization Algorithm for the 1-D Bin Packing Problem
Detection and estimation of unmodeled narrowband nonstationary signals: application of particle swarm optimization in gravitational wave data analysis
Single and multi-objective genetic algorithms for the container loading problem
A surrogate model assisted (1+1)-ES with increased exploitation of the model
Automated design of random dynamic graph models for enterprise computer network applications
A Dynamic Partial Update for Covariance Matrix Adaptation
The singly-linked ring topology for the particle swarm optimization algorithm
Designing EDAs by using the elitist convergent EDA concept and the boltzmann distribution
Statistical analysis for evolutionary computation: an introduction
Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces
An evolutionary multiobjective approach to design highly non-linear Boolean functions
Optimizing LSTM RNNs using ACO to predict turbine engine vibration
Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms
Evolving automatic frame splitters
Multiple reference points MOEA/D for feature selection
Evolving modular neural sequence architectures with genetic programming
Automatic design of ant-miner mixed attributes for classification rule discovery
Automatic Synthesis of Both the Topology and Tuning of a Common Parameterized Controller for Two Families of Plants using Genetic Programming
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control
Applying GA with local search by taking hamming distances into consideration to credit erasure processing problems
Automated network forensics
A hybrid simulated annealing algorithm for container loading problem
Fast non-elitist evolutionary algorithms with power-law ranking selection
PaletteStarViz: a visualization method for multi-criteria decision making from high-dimensional pareto-optimal front
Extending the bounds of the search space: A Multi-Population approach
The effect of differential quality and differential zealotry in the best-of- n problem
Residual Learning Inspired Crossover Operator and Strategy Enhancements for Evolutionary Multitasking
Evolution of Collective Behaviors by Minimizing Surprisal and by Micro-Macro Links
A Comparison Of Memetic Recombination Operators For The Traveling Salesman Problem
Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective
Improving the Scalability of Dynastically Optimal Forma Recombination by Tuning the Granularity of the Representation
Option Valuation With Generalized Ant Programming
Runtime analysis of ant colony optimization on dynamic shortest path problems
Scenario co-evolution for reinforcement learning on a grid world smart factory domain
Finding Nonlinear Relationships in fMRI Time Series with Symbolic Regression
Choice and development
UAV bezier curve maneuver planning using genetic algorithm
Quantum neuron selection: finding high performing subnetworks with quantum algorithms
Using DNA to generate 3D organic art forms