yusuke1997/dblp-id-title huggingface dataset:
Co-evolution of the dynamics in population games: the case of traffic flow assignment
An algebraic description of XCS
A collection of quality diversity optimization problems derived from hyperparameter optimization of machine learning models
Evolutionary multi-objective optimization algorithm based on global crowding diversity maintenance strategy
Consultant-guided search combined with local search for the traveling salesman problem
Inducing Sequentiality Using Grammatical Genetic Codes
Simulated annealing for the single-vehicle cyclic inventory routing problem
SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers
Fitness landscapes and problem hardness in genetic programming
Futility-based offspring sizing
Pid-Inspired Modifications in Response Threshold Models In Swarm Intelligent Systems
Mining Potentially Explanatory Patterns via Partial Solutions
GA-PRE: A Genetic Algorithm-Based Automatic Data Preprocessing Algorithm
Probabilistic reasoning as quadratic unconstrained binary optimization
A steady-state NSGA-II based multi-objective multicast routing algorithm for optical networks
Search-based many-criteria identification of microservices from legacy systems
Synchronous cellular automata scheduler with construction heuristic to static task scheduling in multiprocessors
Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed
Toward an Understanding of the Quality and Efficiency of Model Building for Genetic Algorithms
On benchmarking surrogate-assisted evolutionary algorithms
A dynamic island model for adaptive operator selection
An extremal optimization search method for the protein folding problem: the go-model example
On the application of GP to streaming data classification tasks with label budgets
Symbolic regression
Self-adaptation via multi-objectivisation: a theoretical study
A Hybrid Multi-Population Genetic Algorithm for UAV Path Planning
Learning classifier systems: appreciating the lateralized approach
Evolving Novel Cellular Automaton Seeds Using Compositional Pattern Producing Networks (CPPN)
Originality and diversity in the artificial evolution of melodies
Comparing Discrete and Continuous Genotypes on the Constrained Portfolio Selection Problem
An explainable visualisation of the evolutionary search process
A developmental genetics-inspired approach to robot control
Enhanced genetic path planning for autonomous flight
Evolutionary search techniques for the Lyndon factorization of biosequences
Automated assembly as situated development: using artificial ontogenies to evolve buildable 3-D objects
The General Yard Allocation Problem
Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression
Spatial co-evolution: quicker, fitter and less bloated
Evolutionary Mixed-Integer Optimization with Explicit Constraints
Controlling overfitting with multi-objective support vector machines
Evolving symmetric and modular neural networks for distributed control
An Ant Colony Algorithm Assisted by Graph Neural Networks for Solving Vehicle Routing Problems
A Method for Handling Numerical Attributes in GA-Based Inductive Concept Learners
A Semantic-based Hoist Mutation Operator for Evolutionary Feature Construction in Regression [Hot off the Press]
Evolutionary Machine Learning for Interpretable and eXplainable AI
Terrain generation using genetic algorithms
Algorithmically-guided postharvest protocols by experimental combinatorial optimization
The impact of cellular representation on finite state agents for prisoner's dilemma
The road to VEGAS: guiding the search over neutral networks
CoInGP: convolutional inpainting with genetic programming
A multimodal particle swarm optimizer based on fitness Euclidean-distance ratio
Incorporating model identifiability into equation discovery of ODE systems
A memetic algorithm for the low autocorrelation binary sequence problem
Continuous optimization by hierarchical gaussian mixture with clustering embedded resource allocation
Noisy combinatorial optimisation by evolutionary algorithms
Efficiently identifying pareto solutions when objective values change
A theoretical runtime and empirical analysis of different alternating variable searches for search-based testing
Generalized crowding for genetic algorithms
CMA-ES and Advanced Adaptation Mechanisms
Introduction to Randomized Continuous Optimization
Coevolving deep hierarchies of programs to solve complex tasks
Deep generative model for non-convex constraint handling
LSevoBN: a structure learning algorithm for large Bayesian networks
NSGA-Net: neural architecture search using multi-objective genetic algorithm
A Genetic Algorithm With Sequential Niching For Discovering Small-disjunct Rules
Improving the Performance of a Genetic Algorithm Using a Variable-Reordering Algorithm
A multiobjective genetic algorithm for automatic orthogonal graph drawing
Investigating algorithms for finding nash equilibria in cyber security problems
An improved simulated annealing algorithm for vector quantizer design
Antimander: open source detection of gerrymandering though multi-objective evolutionary algorithms
An analysis of island models in evolutionary computation
MEG: Multi-objective Ensemble Generation for Software Defect Prediction (HOP GECCO'23)
Non-static parameter choices in evolutionary computation
Towards the landscape rotation as a perturbation strategy on the quadratic assignment problem
High quality offset printing: an evolutionary approach
Evolving specific network statistical properties using a gene regulatory network model
Exploring the Potential of JuLeS: A White Box Framework for Local Search Metaheuristics
A preliminary approach to evolutionary multitasking for dynamic flexible job shop scheduling via genetic programming
Sharp bounds by probability-generating functions and variable drift
Development of combinational circuits using non-uniform cellular automata: initial results
A novel generative encoding for evolving modular, regular and scalable networks
The influence of linkage-learning in the linkage-tree GA when solving multidimensional knapsack problems
A genetic algorithm for hybrid VANETs with synchronous communication
Optimal robust expensive optimization is tractable
Reducing Energy Consumption in Smart Cities: A Scatter Search Based Approach
Online Per-Instance Algorithm Selection for Constrained Multi-Objective Optimization Problems
Exploring the Explorative Advantage of the Cooperative Coevolutionary (1+1) EA
A common genetic encoding for both direct and indirect encodings of networks
Evolving ensemble of classifiers in random subspace
Genetic programming for tuberculosis screening from raw X-ray images
A Comparative Study of Synchronization of Parallel ACO on Multi-core Processor
Resource planning for hospitals under special consideration of the COVID-19 pandemic: optimization and sensitivity analysis
An interactive tool for enhancing hospital capacity predictions using an epidemiological model
Maximizing Efficiency: A Comparative Study of SOMA Algorithm Variants and Constraint Handling Methods for Time Delay System Optimization
Efficient training set use for blood pressure prediction in a large scale learning classifier system
MOCEA: a multi-objective clustering evolutionary algorithm for inferring protein-protein functional interactions
A comparative study on distance methods applied to a multiobjective firefly algorithm for phylogenetic inference
Multi-objective design and analysis of robot gripper configurations using an evolutionary-classical approach
MMAS vs. population-based EA on a family of dynamic fitness functions
Local Optima Networks of the Black Box Optimisation Benchmark Functions
The effects of solution density in the search space on finding spatially robust solutions
Solving structures of pigment-protein complexes as inverse optimization problems using decomposition
Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed
Benchmarking multivariate solvers of SciPy on the noiseless testbed
Virtual Ramping of Genetic Programming Populations
Hybrid swarm of particle swarm with firefly for complex function optimization
The search for robust topologies of oscillatory gene regulatory networks by evolutionary computation
A new approach to distribute MOEA pareto front computation
Discrete dynamics of cellular machines: specification and interpretation
Comparison of MCMC Adaptation Schemes: A Preliminary Empirical Study
The flouted naming game: contentions and conventions in culture
Analysis on topologies of fitness landscapes with both neutrality and ruggedness based on neutral networks
Scheduling unrelated parallel machines with family setups and resource constraints to minimize total tardiness
Adaptive Multi-Population Dynamic Optimization for Multimodal Dynamic Function Optimization
Visualization in Multiobjective Optimization
Dependencies on player formation in event-driven hybrid learning classifier systems for soccer video games
When non-elitism meets time-linkage problems
GPStar4: A flexible framework for experimenting with genetic programming
Analysis of neutral rewrite operator effects on arithmetic domain
Rigorous runtime analysis of a (µ+1)ES for the sphere function
Standard and averaging reinforcement learning in XCS
Evolution of Editing Scripts From Examples
Adaptive and hybrid genetic approaches for estimating the camera motion from image point correspondences
Evolutionary multi-objective optimization: past, present and future
Automatic vs. manual feature engineering for anomaly detection of drinking-water quality
Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms
Adaptive value function approximations in classifier systems
Branch predictor on-line evolutionary system
Integration of NSGA-II and MOEA/D in multimethod search approach: algorithms
ICSPEA: evolutionary five-axis milling path optimisation
Finding consensus trees by evolutionary, variable neighborhood search, and hybrid algorithms
BR-NS: an archive-less approach to novelty search
Dynamic Chromosome Interpretation in Evolutionary Algorithms for Distributed Energy Resources Scheduling
Screening the parameters affecting heuristic performance
Multidimensional Archive Of The State Space
Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous UAV Navigation in Large-Scale Complex Environments
Evolutionary computation and games tutorial
A new SAX-GA methodology applied to investment strategies optimization
Metaheuristics based on Clustering in a Holonic Multiagent Model for the Flexible Job Shop Problem
Industrial applications of evolutionary algorithms
Seeking quality diversity in evolutionary co-design of morphology and control of soft tensegrity modular robots
On heuristic bias in fragment-assembly methods for protein structure prediction
Automated Algorithm Configuration and Design
Evolutionary Multitasking for the Scenario-based Travelling Thief Problem
On stochastic evolving algorithms
Improving DSMGA-II performance on hierarchical problems by introducing preservative back mixing
A Statistical Model of GA Dynamics for the OneMax Problem
A merge search algorithm and its application to the constrained pit problem in mining
Runtime analysis for maximizing population diversity in single-objective optimization
The EMeRGE modular robot, an open platform for quick testing of evolved robot morphologies
Discovering evolutionary stepping stones through behavior domination
Socially Guided XCS: Using Teaching Signals to Boost Learning
When does simulated data match real data?
Encoding the certainty of boolean variables to improve the guidance for search-based test generation
New entropy model for extraction of structural information from XCS population
Sparsity-based evolutionary multi-objective feature selection for multi-label classification
Skin lesion image segmentation using a color genetic algorithm
A New Discrete Particle Swarm Optimization Algorithm
A heuristiclab evolutionary algorithm for FINCH
An Ant Colony Algorithm for Steiner Trees: New Results
Component-based thinking in designing interactive multiobjective evolutionary methods
Selected population characteristics of fine-grained parallel genetic algorithms with re-initialization
Personalized Group Itinerary Recommendation using a Knowledge-based Evolutionary Approach
Neighbours similar fitness and the effectiveness of restarting local search
Bounding the Population Size in XCS to Ensure Reproductive Opportunities
A hox gene inspired generative approach to evolving robot morphology
Effects of environmental conditions on evolved robot morphologies and behavior
A taxonomy of methods for visualizing pareto front approximations
Scheduling a continues galvanization line using genetic algorithm
Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, Companion Material
A GA-ACO-local search hybrid algorithm for solving quadratic assignment problem
Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design
Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms
An efficient nondominated sorting algorithm
Incorporating directional information within a differential evolution algorithm for multi-objective optimization
Evolving Diverse Differentiating Stochastic Constraints Using Multi-objective Indicators
Impact of Speciation Heuristic on Crossover and Search in NEAT
Coevolutionary automated software correction
Informed Diversity Search for Learning in Asymmetric Multiagent Systems
Experimental Setup for GECCO 2024 Competition on Benchmarking Niching Methods for Multimodal Optimization
A hybrid neural-genetic approach for reconfigurable scheduling of networked control system
Optimisation of large wave farms using a multi-strategy evolutionary framework
Recent advances in problem understanding: changes in the landscape a year on
Empirical comparison of evolutionary approaches for searching the latent space of Generative Adversarial Networks for the human face generation problem
Emergent Braitenberg-style Behaviours for Navigating the ViZDoom 'My Way Home' Labyrinth
A computationally fast but approximate MIP-DoM calculation for multi-objective optimization
Malware detection based on dependency graph using hybrid genetic algorithm
Incorporating expert knowledge in evolutionary search: a study of seeding methods
A Real Coded Genetic Algorithm for the Optimisation of Reaction Rate Parameters for Chemical Kinetic Modelling in a Perfectly Stirred Reactor
An improved GPU-accelerated heuristic technique applied to the capacitated vehicle routing problem
Modeling optimization algorithm runtime behavior and its applications
Markov chain analysis of genetic algorithms in a wide variety of noisy environments
Removing the Kitchen Sink from Software
Evolutionary Approach to Recommender Systems Improvement by Directory of Products Optimization
A New Moleculer Computing Model, Artifical Cell Systems
Aspects of adaptation in natural and artificial evolution
Heuristic Methods for Solving Euclidean Non-uniform Steiner Tree Problems
Is the statistical significance between stochastic optimization algorithms' performances also significant in practice?
Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization
Optimizing parameters of a mobile ad hoc network protocol with a genetic algorithm
Expensive optimization scenario: IPOP-CMA-ES with a population bound mechanism for noiseless function testbed
Automatic discovery of algorithms for multi-agent systems
Do quality indicators prefer particular multi-objective search algorithms in search-based software engineering?: (hot off the press track at GECCO 2021)
Parallel SMS-EMOA for Many-Objective Optimization Problems
Comparison of multi-modal optimization algorithms based on evolutionary algorithms
When resampling to cope with noise, use median, not mean
Towards the decathlon challenge of search heuristics
Learning-based topology variation in evolutionary level set topology optimization
Risk aversion and mobility in the public goods game
Scaling ant colony optimization with hierarchical reinforcement learning partitioning
Hybrid Rocket Engine Design Using Pairwise Ranking Surrogate-assisted Differential Evolution
Improving the Canny Edge Detector Using Automatic Programming: Improving Non-Max Suppression
Using Raw Accuracy to Estimate Classifier Fitness in XCS
Grammar-based Selection Hyper-heuristics for Solving Irregular Bin Packing Problems
Solving geometric TSP with ants
Hyb-CCEA: Cooperative Coevolution of Hybrid Teams
Evolving sequence patterns for prediction of sub-cellular locations of eukaryotic proteins
Stasis type particle stability in a stochastic model of particle swarm optimization
Population dynamics and emerging mental features in AEGIS
Evolving differential equations with developmental linear genetic programming and epigenetic hill climbing
The second harmonic generation case-study as a gateway for es to quantum control problems
Using a genetic algorithm to evolve cellular automata for 2D/3D computational development
AntElements: An Extensible and Scalable Ant Colony Optimization Middleware
Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009
Balancing human livability and bumblebee population in urban green areas via Agent-Based Model and Evolutionary Algorithms
Evotype: From Shapes to Glyphs
Targeting requirements violations of autonomous driving systems by dynamic evolutionary search (HOP at GECCO'22)
Raising mutation rate in the context of hybrid genetic algorithms
DACCO: a discrete ant colony algorithm to cluster geometry optimization
Automatic (Offline) Configuration of Algorithms
Automatic evolutionary learning of composite models with knowledge enrichment
SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction in Multi-objective Neural Architecture Search
An empirical study of the robustness of two module clustering fitness functions
Multi-objective optimization in the agile software project scheduling using decomposition
Malware Obfuscation through Evolutionary Packers
An abstraction-based genetic programming system
Synergies between evolutionary computation and multiagent reinforcement learning: the benefits of exchanging solutions
Innovation Engines: Automated Creativity and Improved Stochastic Optimization via Deep Learning
Long-Term Competition for Light in Plant Simulation
Black-box complexity of the binary value function
Vectorized candidate set selection for parallel ant colony optimization
An expertise-guided multi-criteria approach to scheduling problems
Spectral techniques for graph bisection in genetic algorithms
The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study
Genetic programming needs better benchmarks
Classical MOEAs for solving a multi-objective problem of supply chain design and operation
Genetic Programming And Multi-agent Layered Learning By Reinforcements
Single and multi-objective genetic operators in object-oriented conceptual software design
On an immuno-inspired distributed, embodied action-evolution cum selection algorithm
Designing Black-Box Optimizers with PushGP
Preserving population diversity for the multi-objective vehicle routing problem with time windows
Structurally Flexible Neural Networks: Evolving the Building Blocks for General Agents
Performance Evaluation of a Parameter-Free Genetic Algorithm for Job-Shop Scheduling Problems
Expectation maximization enhancement with evolutionstrategy for stochastic ontology mapping
A Multiscale Master-Slave Parallel Genetic Algorithm with Application to Groundwater Remediation Design
Evolving prediction weights using evolution strategy
One-class constraint acquisition with local search
Generic prognosis with evolutionary approaches
Adversarial threats to large satellite networks (ATLAS-N): a coevolutionary approach based on flipit
Total synthesis of algorithmic chemistries
Theoretical adaptation of multiple rule-generation in XCS
Real-world Shop Floor Scheduling By Ant Colony Optimization
A historical interdependency based differential grouping algorithm for large scale global optimization
Survivor selection in a crossoverless evolutionary algorithm
Counterexample-driven genetic programming without formal specifications
High-dimensional multi-level maximum variance threshold selection for image segmentation: a benchmark of recent population-based metaheuristic algorithms
Improving Genetic Algorithms by Search Space Reductions (with Applications to Flow Shop Scheduling)
From size perception to counting: an evolutionary computation point of view
Visualising Multi-objective Populations with Treemaps
Learning noise
Decentralised multi-demic evolutionary approach to the dynamic multi-agent travelling salesman problem
Integrated circuit optimization by means of evolutionary multi-objective optimization
Evolutionary generation of neural network update signals for the topology optimization of structures
Comparing two models to generate hyper-heuristics for the 2d-regular bin-packing problem
An estimation distribution algorithm with the spearman's rank correlation index
A two-stage coevolution approach for constrained optimization
A Secure Simulation-optimisation Framework for Fleet Mix Problem: A Defence-based Real-world Application
An Efficient Structural Diversity Technique for Genetic Programming
Designing a novel hybrid swarm based multiobjective evolutionary algorithm for finding DNA motifs
Towards a Simulation of Natural Mutation
On the efficiency of an order-based representation in the clique covering problem
Analysis of the difficulty of learning goal-scoring behaviour for robot soccer
AI programmer: autonomously creating software programs using genetic algorithms
Fast Genetic Algorithm for feature selection - A qualitative approximation approach
Evolution of non-uniform cellular automata using a genetic algorithm: diversity and computation
Analysis of evolutionary algorithms on the one-dimensional spin glass with power-law interactions
Alternative implementations of the Griewangk function
Evolutionary Pruning of Deep Convolutional Networks by a Memetic GA with Sped-Up Local Optimization and GLCM Energy Z-Score
An Investigation of Geometric Semantic GP with Linear Scaling
Attack analysis & bio-inspired security framework for IP multimedia subsystem
PLAN: a leafcutter ant colony optimization algorithm for ride-hailing services
GPDL: a framework-independent problem definition language for grammar-guided genetic programming
Refined ranking relations for multi objective optimization andapplication to P-ACO
A Real Coded Genetic Algorithm For The Optimisation Of Reaction Rate Parameters For Chemical Kinetic Modelling In A Perfectly Stirred Reactor
Tackling Adversarial Faults in Panmictic Evolutionary Algorithms
Kernels of Mallows Models for Solving Permutation-based Problems
Genetic algorithms as shrinkers in property-based testing
Statistical analyses for multi-objective stochastic optimization algorithms: GECCO 2022 tutorial
Evolution of honest signaling by social punishment
Connecting Automatic Parameter Tuning, Genetic Programming as a Hyper-heuristic, and Genetic Improvement Programming
Metaphor-based algorithms for learning the preference model parameters of FlowSort from large sets of assignment examples
Evolving art with scalable vector graphics
Search-maps: visualising and exploiting the global structure of computational search spaces
A heuristic-based hybrid genetic algorithm for heterogeneous multiprocessor scheduling
Minimizing total flowtime and maximum earliness on a single machine using multiple measures of fitness
SDR: a better trigger for adaptive variance scaling in normal EDAs
Inequality and the Emergence of Social Stratification
Genetic Wrappers for Constructive Induction in High-Performance Data Mining
Population-based ensemble classifier induction for domain adaptation
A new version of the ant-miner algorithm discovering unordered rule sets
A steady-state evolutionary algorithm for the job shop problem