yusuke1997/dblp-id-title huggingface dataset:
Today/future importance analysis
Evolutionary Algorithms for Protein Structure Modeling
Performance testing of automated modeling for industrial applications
Online Discovery of Search Objectives for Test-based Problems
Benchmark Tasks for Quality-Diversity Applied to Uncertain Domains
Discovering the elite hypervolume by leveraging interspecies correlation
Just-in-time batch scheduling subject to batch size
Effect of the mean vector learning rate in CMA-ES
Benchmarking an algorithm for expensive high-dimensional objectives on the bbob and bbob-largescale testbeds
Energy Efficient Allocation and Scheduling for DVFS-enabled Multicore Environments using a Multiobjective Evolutionary Algorithm
Iterated local search with perturbation based on variables interaction for pseudo-boolean optimization
Ultra high frequency financial data
Effective reinforcement learning through evolutionary surrogate-assisted prescription
The Impact of Hyperselection on Lexicase Selection
An optimal reconstruction of the human arterial tree from doppler echotracking measurements
A hybrid GA-PSO fuzzy system for user identification on smart phones
Model-based evolutionary algorithms
On quality performance of heuristic and evolutionary algorithms for biobjective minimum spanning trees
A Genetic Algorithm for the Mini-Max Spanning Forest Problem
Genetic programming: a tutorial introduction
Noisy optimization with sequential parameter optimization and optimal computational budget allocation
Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement
An "ageing" operator and its use in the highly constrained topological optimization of HVAC system design
Evolutionary learning of link allocation algorithms for 5G heterogeneous wireless communications networks
Planning Habitat Restoration with Genetic Algorithms
Using GP to Model Contextual Human Behavior
A genetic algorithm with exon shuffling crossover for hard bin packing problems
GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9 - 13, 2022
Genetic improvement: taking real-world source code and improving it using genetic programming
A new evolutionary model for detecting multiple optima
Tunneling between plateaus: improving on a state-of-the-art MAXSAT solver using partition crossover
A model of artificial emotions for behavior-modulation and implicit coordination in multi-robot systems
A hybrid system using PSO and data mining for determining the ranking of a new participant in Eurovision
Entropy profiles of ranked and random populations
Achieving a simple development model for 3D shapes: are chemicals necessary?
An algorithm for distributed on-line, on-board evolutionary robotics
Zeroth-order covariance matrix adaptation evolution strategy for single objective bound constrained numerical optimization competition
An Analysis of Local Selection in Evolution Strategies
Benchmarking State-of-the-art DIRECT-type Methods on the BBOB Noiseless Testbed
Evolutionary mining for multivariate associations in large time-varying data sets: a healthcare network application
Dynamic-probabilistic particle swarms
Evolutionary multi-level acyclic graph partitioning
Quantum-inspired tabu search algorithm for solving 0/1 knapsack problems
Evolvability and complexity properties of the digital circuit genotype-phenotype map
Accelerating convergence in cartesian genetic programming by using a new genetic operator
Benchmarking large scale variants of CMA-ES and L-BFGS-B on the bbob-largescale testbed
Discrete differential evolution algorithm for the job shop scheduling problem
Relative evolutionary hierarchical analysis for gene expression data classification
Genetic Meta Cipher
Controlling Effective Introns for Multi-Agent Learning by Genetic Programming
Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems
Going faster and hence further with lexicase selection
A robust experimental evaluation of automated multi-label classification methods
Accelerating genetic algorithm evolution via ant-based mutation and crossover for application to large-scale TSPs
Does comma selection help to cope with local optima?
A differential particle scheme and its application to PID parameter tuning of an inverted pendulum
Expediting Genetic Search With Dynamic Memory
Dynamic Degree Constrained Network Design: A Genetic Algorithm Approach
A genetic and insertion heuristic algorithm for solving the dynamic ridematching problem with time windows
Simulated Annealing Algorithm for the Bounded Diameter Minimum Spanning Tree Problem
Flat vs. symbiotic evolutionary subspace clusterings
Integrating real-time analysis with the dendritic cell algorithm through segmentation
Evolutionary computation for feature selection and feature construction
A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming
Learning to Select Initialisation Heuristic for Vehicle Routing Problems
Tabu search to solve the synchronized and integrated two-level lot sizing and scheduling problem
Levels of compartmentalization in Artificial Evolution
Solving complex problems with coevolutionary algorithms
Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis
The 'representative' metaheuristic design pattern
A new multi-objective evolutionary algorithm based on a performance assessment indicator
Filter versus wrapper feature selection based on problem landscape features
GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021
GECCO '21: Genetic and Evolutionary Computation Conference, Lille, France, July 10-14, 2021
A daily stock index predictor using feature selection based on a genetic wrapper
Augmentative Topology Agents For Open-Ended Learning
A variable kernel function for hybrid unsupervised kernel regression
Evolutionary prediction of photovoltaic power plant energy production
A hybrid genetic algorithm for deploying RSUs in VANETs based on inter-contact time
Synthetic biology: modelling and optimisation
A multi-agent genetic algorithm for resource constrained project scheduling problems
Genetic Multi-Agent Planning of Self-Interested Agents
Better and faster catheter position optimization in HDR brachytherapy for prostate cancer using multi-objective real-valued GOMEA
MOAZ: A Multi-Objective AutoML-Zero Framework
Steady state IBEA assisted by MLP neural networks for expensive multi-objective optimization problems
The evolutionary algorithm SAMOA with use of dynamic constraints
Artificial immune system for solving generalized geometric problems: a preliminary results
Safer reinforcement learning through evolved instincts
Construction of portfolio optimization system using genetic network programming with control nodes
Kheperax: a Lightweight JAX-based Robot Control Environment for Benchmarking Quality-Diversity Algorithms
Sustainable sensor network architecture for monitoring human activities
A biologically inspired solution for an evolved simulated agent
Accelerating genetic programming by frequent subtree mining
Towards Multi-Morphology Controllers with Diversity and Knowledge Distillation
Active coevolutionary learning of requirements specifications from examples
Robotic swarm cooperation by co-adaptation
Hierarchical Frames-of-References in Learning Classifier Systems
Information geometry in evolutionary computation
Networks of transform-based evolvable features for object recognition
Back to the Future: Learning Classifier Systems as Cognitive Systems
Design of Multithreaded Estimation of Distribution Algorithms
Multi-sample evolution of robust black-box search algorithms
Cryptanalysis using genetic algorithms
Variable length genetic algorithms with multiple chromosomes on a variant of the Onemax problem
Co-evolution With The Bierwirth-Mattfeld Hybrid Scheduler
Fitness function evaluation for MA trading strategies based on genetic algorithms
Adapting to dynamically changing noise during learning of heart sounds: an AIS-based approach using systemic computation
Many-objective population visualisation with geons
Taylor Polynomial Enhancer using Genetic Programming for Symbolic Regression
On-line Quick Hypervolume Algorithm
Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning
Solving the DNA fragment assembly problem efficiently using iterative optimization with evolved hypermutations
Community detection in social networks with genetic algorithms
Ion channel modeling with analog circuit evolution
Evolutionary Multiobjective Optimization (EMO)
Quantum-enhanced selection operators for evolutionary algorithms
Incorporation Of Fuzzy Preferences Into Evolutionary Multiobjective Optimization
Forecasting the MagnetoEncephaloGram (MEG) of Epileptic Patients Using Genetically Optimized Neural Networks
Evolutionary Computation for Feature Selection and Feature Construction
Automated design of algorithms and genetic improvement: contrast and commonalities
Fitness comparison by statistical testing in construction of SAT-based guess-and-determine cryptographic attacks
Psychological preference-based optimization framework on the nurse scheduling problem
Designing A Hybrid Genetic Algorithm for the Linear Ordering Problem
Directional communication in evolved multiagent teams
An Ensemble Ant Colony Optimization Algorithm with a Hybrid Pheromone Model for Learning Rule Lists
Optimizing a GPU-accelerated genetic algorithm for the vehicle routing problem
Controllable Exploration of a Design Space via Interactive Quality Diversity
On the Effect of Temporal Heterogeneity on Selection Pressure of Evolutionary Algorithms
Nonlinear dynamics modelling for controller evolution
Efficient Hill Climber for Constrained Pseudo-Boolean Optimization Problems
Neuroannealing: martingale optimization for neural networks
BBOB-benchmarking the Rosenbrock's local search algorithm
Hybrid particle swarm optimization and convergence analysis for scheduling problems
A New Representation And Crossover Operator For Search-based Optimization Of Software Modularization
Priors for symbolic regression
Simulation Optimisation: Tutorial
Hierarchical problem solving with the linkage tree genetic algorithm
FdDCA: A Novel Fuzzy Deterministic Dendritic Cell Algorithm
Morpho-Material Evolution for Automated Robot Design
Parameter-Less Optimization with the Extended Compact Genetic Algorithm and Iterated Local Search
Automated synthesis of a human-competitive solution to the challenge problem of the 2002 international optical design conference by means of genetic programming and a multi-dimensional mutation operation
PCA for improving the performance of XCSF in classification of high-dimensional problems
Theory for non-theoreticians: introductory tutorial
Optimal Operating Conditions for Overhead Crane Maneuvering Using Multi-objective Evolutionary Algorithms
A tight lower bound on the expected runtime of standard steady state genetic algorithms
QDax: on the benefits of massive parallelization for quality-diversity
Evolving distributed resource sharing for cubesat constellations
Efficient credit assignment through evaluation function decomposition
Ranking empirical cumulative distribution functions using stochastic and pareto dominance
Surrogate Modeling in Efficient Evolutionary Multiobjective Clustering Algorithm
An estimation of distribution algorithm with guided mutation for a complex flow shop scheduling problem
Improving the scalability of distributed neuroevolution using modular congruence class generated innovation numbers
Dimension Selection in Axis-Parallel Brent-STEP Method for Black-Box Optimization of Separable Continuous Functions
Evolving soft robotic locomotion in PhysX
A projection-based decomposition in EHW method for design of relatively large circuits
An Evolutionary Approach to Capacitated Resource Distribution by a Multiple-agent Team
Algorithm portfolio for individual-based surrogate-assisted evolutionary algorithms
A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda
A memetic algorithm with distance-guided crossover: distributed data-intensive web service composition
On repair by binary interpolation
A novel approach to automatic music transcription using electronic synthesis and genetic algorithms
Massively parallelized co-evaluation for many-objective space trajectory optimization
Automatically designing the behaviours of falling paper: the emergence of non-trivial behaviours via interaction with the physical world
A developmental algorithm for multi-agent swarms with scalable hierarchies
Policy transfer methods in RoboCup keep-away
On the complexity of hierarchical problem solving
The efficiency threshold for the offspring population size of the ( µ, λ ) EA
Computational and Exploratory Landscape Analysis of the GKLS Generator
Rethinking multilevel selection in genetic programming
A genetic approach for synthesizing metabolic models from time series
Predicate Expression Cost Functions to Guide Evolutionary Search for Test Data
Learning from Demonstration for Distributed, Encapsulated Evolution of Autonomous Outdoor Robots
Finding interesting things
The influence of fitness caching on modern evolutionary methods and fair computation load measurement
Game theory, Extremal optimization, and Community Structure Detection in Complex Networks
The Bayesian learning classifier system: implementation, replicability, comparison with XCSF
In the Search of Optimal Tree Networks: Hardness and Heuristics
Evolution of vision capabilities in embodied virtual creatures
Metaheuristic Design Pattern: Preference
Automatic generation of graph models for complex networks by genetic programming
Theory and Practice of Population Diversity in Evolutionary Computation
Surrogate-based optimisation for a hospital simulation scenario using pairwise classifiers
Natural Evolutionary Coding: An Application to Estimating Software Development Projects
Designing Crushers With A Multi-objective Evolutionary Algorithm
Focused no free lunch theorems
Evolutionary testing of state-based programs
A Quality Diversity Approach to Evolving Model Rockets
Theme preservation and the evolution of representation
Statistical analysis for evolutionary computation: introduction
Automated design of relocation rules for minimising energy consumption in the container relocation problem
Attraction based PSO with sphere search for dynamic constrained multi-objective optimization problems
Trading in financial markets using pattern recognition optimized by genetic algorithms
Quantum parametric circuit optimization with estimation of distribution algorithms
Strategies for improving performance of evolutionary biclustering algorithm EBIC
Exploring evolutionary detected fuzzy equilibria: a link between normative theory and real life
JGBL paradigm: a novel strategy to enhance the exploration ability of nsga-ii
On the analysis of self-adaptive evolution strategies on elliptic model: first results
HMOBEDA: Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm
Randomness in Local Optima Network Sampling
Multiobjective design of operators that detect points of interest in images
An efficient evolutionary programming algorithm using mixed mutation operators for numerical optimization
Multilayer optimization of heterogeneous networks using grammatical genetic programming
Optimizing investment strategies based on companies earnings using genetic algorithms
Fitness importance for online evolution
Information preserving multi-objective feature selection for unsupervised learning
A surrogate multiobjective evolutionary strategy with local search and pre-selection
An approach to assess swarm intelligence algorithms based on complex networks
Towards a dynamic benchmark for genetic programming
An experimental evaluation of the algebraic differential evolution algorithm on the single row facility layout problem
Distribution replacement: how survival of the worst can out perform survival of the fittest
Fitness value curves prediction in the evolutionary process of genetic algorithms
Estimation of distribution algorithm based on archimedean copulas
The multi-label OCS with a genetic algorithm for rule discovery: implementation and first results
Feedback control for multi-modal optimization using genetic algorithms
Learning bayesian network structures with GOMEA
Surrogate-assisted neuroevolution
Increasing the complexity of solutions produced by an evolutionary developmental system
Effective structure learning for EDA via L1-regularizedbayesian networks
Increasing genetic programming robustness using simulated dunning-kruger effect
Utilizing the Expected Gradient in Surrogate-assisted Evolutionary Algorithms
Discovery Motifs by Evolutionary Computation
A Selection Hyper-Heuristic for Transfer Learning in Genetic Programming
A practical guide to experimentation (and benchmarking)
Techniques from evolutionary computation to implement as experimental approaches in synthetic biology: tests in silico
A New Perspective on Channel Allocation in WLAN: Considering the Total Marginal Utility of the Connections for the Users
NABEECO: biological network alignment with bee colony optimization algorithm
Combined structure and motion extraction from visual data using evolutionary active learning
Synthesis of interest point detectors through genetic programming
Injection, Saturation and Feedback in Meta-Heuristic Interactions
Empirical Performance Evaluation of a Parameter-Free GA for JSSP
Financial evolutionary computing
Large scale data mining using genetics-based machine learning
The implementation and improvements of genetic algorithm for job-shop scheduling problems
Generative and developmental systems
Large Neighborhood Search for Capacitated Facility Location with Customer Incompatibilities
An informed convergence accelerator for evolutionary multiobjective optimiser
Search space modulation in genetic algorithms: evolving the search space by sinusoidal transformations
Are evolutionary algorithms safe optimizers?
Evolutionary symbolic discovery for bioinformatics, systems and synthetic biology
Initial design strategies and their effects on sequential model-based optimization: an exploratory case study based on BBOB
Empirical Linkage Learning Provably Builds Truthful Models on Concatenated Traps and H-IFF
A multi-objective-based non-stationary UAV assignment model for constraints handling using PSO
The Influence of Heredity Models on Adaptability in Evolutionary Swarms
Evolving Neural Network Architectures and Activation Functions and Learning Algorithms
An artificial visual cortex drives behavioral evolution in co-evolved predator and prey robots
Searching for Benchmark Problem Instances from Data-Driven Optimisation
Interactively evolving harmonies through functional scaffolding
Inspiration-Triggered Search: Towards Higher Complexities by Mimicking Creative Processes
Tuning of Multiple Parameter Sets in Evolutionary Algorithms
Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm
Improving the quality of supervised finite-state machine construction using real-valued variables
Redundant genes and the evolution of robustness
Scaling ACO to large-scale vehicle fleet optimisation via partial-ACO
Evolutionary Computation: A Unified Approach
The effect of epigenetic blocking on dynamic multi-objective optimisation problems
Learning with delayed synaptic plasticity
Multi-objective feature selection for EEG classification with multi-level parallelism on heterogeneous CPU-GPU clusters
Probability matching-based adaptive strategy selection vs. uniform strategy selection within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed
Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach
Generative and Developmental Systems Tutorial
Pseudo-hierarchical ant-based clustering using a heterogeneous agent hierarchy and automatic boundary formation
Digital evolution with avida
Designing fitness functions for odour source localisation
Generating Adversarial Examples through Latent Space Exploration of Generative Adversarial Networks
Do sophisticated evolutionary algorithms perform better than simple ones?
Rapid Evolution of Robot Gaits
Evolved Virtual Creatures with Soft-Body Muscles: On a Bio-Mimetic Path to Meaningful Morphological Complexity
SIALAC benchmark: on the design of adaptive algorithms for traffic lights problems
Hybridizing Different Local Search Algorithms with Each Other and Evolutionary Computation: Better Performance on the Traveling Salesman Problem
Computational Matter: Evolving Computational Solutions in Materials
Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions
How hard should we run?
A novel approach to optimize clone refactoring activity
A Gentle Introduction to Theory (for Non-Theoreticians)
R-MBO: a multi-surrogate approach for preference incorporation in multi-objective bayesian optimisation
A Multi-objective Optimization Approach for Generating Complex Networks
Tree-structure-aware GP operators for automatic gait generation of quadruped robot
Using phenotypic sharing in a classifier tool
Evolving convolutional neural networks for intrusion detection system using hybrid multi-strategy aquila optimizer
Evolutionary approaches to evolve AI scripts for a RTS game
Constructing good learners using evolved pattern generators
Cooperative multi-objective evolutionary support vector machines for multiclass problems
Partition crossover for continuous optimization: ePX
Optimal Mutation Rates for the (1+λ) EA on OneMax
Genetic algorithms approaches for the production planning in the glass container industry
Employing multi-objective search to enhance reactive test generation and prioritization for testing industrial cyber-physical systems
Quantifying and Visualizing the Sharpness of Attraction Basins in Neural Network Error Landscapes
A benchmark of recent population-based metaheuristic algorithms for multi-layer neural network training
An improved multi-start particle swarm-based algorithm for protein structure comparison
Prediction of retention times for a large set of pesticides based on improved gene expression programming
Jumping Genes-mutators Can Rise Efficacy Of Evolutionary Search
Comparison of Genetic Algorithm and Particle Swarm Optimizer When Evolving a Recurrent Neural Network
Improvement of code fragment fitness to guide feature construction in XCS
Evolving analog controllers for correcting thermoacoustic instability in real hardware
Varying portfolio construction of stocks using genetic network programming with control nodes
A Study of Ant-Based Pheromone Spaces for Generation Perturbative Hyper-Heuristics
Biological insights on grammar-structured mutations improve fitness and diversity
Scalable evolutionary hierarchical reinforcement learning
Parallel skeleton for multi-objective optimization
Heuristic rules embedded genetic algorithm to solve in-core fuel management optimization problem
Large Language Models As Evolution Strategies
Geometric semantic genetic programming for recursive boolean programs
Empowered neural cellular automata
Salient object detection using learning classifiersystems that compute action mappings
A new differential evolution algorithm with dynamic population partition and local restart
Neuroevolutionary reinforcement learning for generalized helicopter control
LLMatic: Neural Architecture Search Via Large Language Models And Quality Diversity Optimization
Parallel genetic algorithm: assessment of performance in multidimensional scaling
A comparison of a communication strategies in cooperative learning
On Naïve Crossover Biases with Reproduction for Simple Solutions to Classification Problems
Estimating the Number of Local Optima in Multimodal Pseudo-Boolean Functions: Validation via Landscapes of Triangles
A Comparison of Genetic Programming Variants for Hyper-Heuristics
A Parallel Hybrid Genetic Algorithm for the k-Edge-Connected Hop-Constrained Network Design Problem
Approximating Pareto Local Optimal Solution Networks
Probabilistically interpolated rational hypercube landscape evolutionary algorithm
Neuroevolution for Autonomous Cyber Defense