yusuke1997/dblp-id-title huggingface dataset:
The effect of mirrored sampling with active CMA and sample reuse in the CMAES-APOP algorithm
Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach
Improving the human readability of features constructed by genetic programming
Time complexity analysis of the dominance degree approach for non-dominated sorting
Genetic Programming: A Tutorial Introduction
Real-World Applications. Optimising the throughput of a manufacturing production line using a genetic algortihm
Fixed-target runtime analysis of the (1 + 1) EA with resampling
Drift analysis
A genetic algorithm for matching oil spill particles
Trading Off Resource Utilization and Task Migrations in Dynamic Load-balancing
Competition and Attraction Improve Model Fusion
Earthquake classifying neural networks trained with random dynamic neighborhood PSOs
A Generative Evolutionary Many-Objective Framework: A Case Study in Antimicrobial Agent Design
Solving Scheduling Problems with Quantum Computing: a Study on Flexible Open Shop
CellNet Co-Ev: Evolving Better Pattern Recognizers Using Competitive Co-evolution
Event-driven learning classifier systems for online soccer games
Context-sensitive refinements for stochasticoptimization algorithms in inductive logic programming
An entropy based heuristic model for predicting functional sub-type divisions of protein families
GraphEA: a 3D educational tool for genetic algorithms
Genetic Improvement 2016 Chairs' Welcome & Organization
Effective Use of Directional Information in Multi-objective Evolutionary Computation
An empirical study on the handling of overlapping solutions in evolutionary multiobjective optimization
A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization
Towards optimisers that 'Keep Learning'
Differential evolution of constants in genetic programming improves efficacy and bloat
Improving Robustness of Stopping Multi-objective Evolutionary Algorithms by Simultaneously Monitoring Objective and Decision Space
Coevolutionary Computation for Adversarial Deep Learning
Inherent Fault Tolerance in Evolved Sorting Networks
A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning
Analysis of Pruned Deep Models Trained with Neuroevolution
A study of different quality evaluation functions in the cAnt-Miner(PB) classification algorithm
Learning from super-mutants: searching post-apocalyptic software ecosystems for novel semantics-preserving transforms
Modeling ant colony foraging in dynamic and confined environment
Workshop Evolutionary Computation in Computational Structural Biology 2016 Chairs' Welcome
Behavior-based neuroevolutionary training in reinforcement learning
The effects of training set size and keeping rules on the emergent selection pressure of learnable evolution model
Effective EEG Feature Selection for Interpretable MDD (Major Depressive Disorder) Classification
Introduction to genetic programming tutorial: from the basics to human-competitive results
One property to rule them all?: on the limits of trade-offs for S-boxes
Automatically exploring computer system design spaces
Empirical evaluation of contextual policy search with a comparison-based surrogate model and active covariance matrix adaptation
Ant Colony Optimization Algorithm for Safest Path Computation in Presence of Correlated Failures in Backbone Networks
A memetic algorithm for solving multiperiod vehicle routing problem with profit
Towards evolutionary self-optimization of large multi-agent systems
On the Capacity of Evolution Strategies to Statistically Learn the Landscape
A two-phase genetic algorithm for incorporating environmental considerations with production, inventory and routing decisions in supply chain networks
Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains
Learning from evolved next release problem instances
Foundations of evolutionary multi-objective optimization
Free lunches for neural network search
Tactical UGV navigation and logistics planning
Comparison of two methods for computing action values in XCS with code-fragment actions
Genetic algorithms and mixed integer linear programs for optimal strategies in a student's "sports" activity
Inside a predator-prey model for multi-objective optimization: a second study
Interactive evolutionary multiple objective optimization algorithm using a fast calculation of holistic acceptabilities
Accelerating the evolution of convolutional neural networks with node-level mutations and epigenetic weight initialization
Bio-inspired approaches to anomaly and intrusion detection
Coupling the design of benchmark with algorithm in landscape-aware solver design
An Adaptive Penalty Scheme In Genetic Algorithms For Constrained Optimiazation Problems
Analysis of epistasis correlation on NK landscapes with nearest-neighbor interactions
On The Dynamics Of Evolutionary Multi-objective Optimization
Traffic flow forecasting based on multitask ensemble learning
Novelty search: a theoretical perspective
A Reconfigurable Chip for Evolvable Hardware
Cutting stock waste reduction using genetic algorithms
The effectiveness of multiobjective optimizer in single-objective optimization enviroment
An artificial immune system with partially specified antibodies
Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations
QR Mutations Improve Many Evolution Strategies: A Lot On Highly Multimodal Problems
A scalable symbolic expression tree interpreter for the heuristiclab optimization framework
Improving Genetic Programming for Symbolic Regression with Equality Graphs
The factory must grow: automation in Factorio
Solving the parameterless firefighter problem using multiobjective evolutionary algorithms
Evolutionary approach to protein structure prediction with hydrophobic interactions
Evolution of Strategies in Spatial IPD Games with Structure Demes
Estimation of particle swarm distribution algorithms: bringing together the strengths of PSO and EDAs
Benchmarking the (1+1)-CMA-ES on the BBOB-2009 function testbed
Introducing the use of model-based evolutionary algorithms for EEG-based motor imagery classification
Interactive evolutionary multiobjective optimization with modular physical user interface
Learning cost-efficient control policies with XCSF: generalization capabilities and further improvement
A Parallel Genetic Algorithm Based on Linkage Identification
Which is faster: bowtie2 GP bowtie > bowtie2 > BWA
A Multi-Objective Approach to Optimizing Kolmogorov-Arnold Networks for Classification Tasks to Balance Accuracy and Interpretability
Comparing coevolution, genetic algorithms, and hill-climbers for finding real-time strategy game plans
Introduction to genetic programming: tutorial
Summary of "Curiosity creates Diversity in Policy Search"
Bloat control in genetic programming by evaluating contribution of nodes
The roles of local search, model building and optimal mixing in evolutionary algorithms from a bbo perspective
Neural network-based multiomics data integration in Alzheimer's disease
Search for maximal snake-in-the-box using new genetic algorithm
A genetic algorithm for fair land allocation
Combined kriging surrogate model for efficient global optimization using the optimal weighting method
Population-Based Iterated Local Search: Restricting Neighborhood Search by Crossover
Improved incremental non-dominated sorting for steady-state evolutionary multiobjective optimization
A particle swarm algorithm for symbols detection in wideband spatial multiplexing systems
Modularity Based Linkage Model For Neuroevolution
Estimating the Advantage of Age-Layering in Evolutionary Algorithms
The dynamics of cooperation versus competition
How many neurons?: a genetic programming answer
Impact of additional hardware resources on a parallel genetic algorithm
Variable Contribution-Based Differential Evolution for Large-Scale Global Optimization
A diversity preservation scheme for DSMGA-II to conquer the hierarchical difficulty
Evolution and self-teaching in neural networks: another comparison when the agent is more primitively conscious
Evolutionary approach to model calibration with uncertainty: an application to breast cancer growth model
Performance Analysis of Self-Supervised Strategies for Standard Genetic Programming
Efficient clustering with a self-adaptive genetic algorithm
Improving Performance in Size-Constrained Extended Classifier Systems
Efficient Multi-Fidelity Neural Architecture Search with Zero-Cost Proxy-Guided Local Search
Asynchronous Steady State Particle Swarm
How long should we run in dynamic optimization?
A new hybrid ant colony algorithms for the traveling thief problem
A multi-objective optimization design framework for ensemble generation
On the interaction between lexicase selection, modularity and data subsets
Crossing the reality gap in evolutionary robotics by promoting transferable controllers
University staff teaching allocation: formulating and optimising a many-objective problem
QoS-constrained multi-objective distributed data-intensive web service composition - NSGA-II with repair method
Evolutionary multiobjective optimization for selecting members of an ensemble streamflow forecasting model
Multi-chromosomal genetic programming
Improving generalisation of AutoML systems with dynamic fitness evaluations
Challenging heuristics: evolving binary constraint satisfaction problems
Evolutionary Optimization of Compiler Flag Selection by Learning and Exploiting Flags Interactions
EvoRBC: Evolutionary Repertoire-based Control for Robots with Arbitrary Locomotion Complexity
Genetic Programming with Epigenetic Local Search
University course timetable planning using hybrid particle swarm optimization
Diversity Optimization for the Detection and Concealment of Spatially Defined Communication Networks
GA-lapagos, an open-source c framework including a python-based system for data analysis
Comparing the expressive power of Strongly-Typed and Grammar-Guided Genetic Programming
Tag Affinity Criteria Influence Adaptive Evolution
Unknown solution length problems with no asymptotically optimal run time
Semantic Genetic Programming
Investigating exploration techniques for ACS in discretized real-valued environments
NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript
MuGA: multiset genetic algorithm
Interactive evolution for the procedural generation of tracks in a high-end racing game
Evolving Software with Multiple Outputs and Multiple Populations
A speed-up and speed-down strategy for swarm optimization
Revisiting Evolutionary Algorithms for Optimization for Deep Learning: Introducing DL-HEA: EAs for Optimization for Deep Learning
Evolving network motifs based morphogenetic approach for self-organizing robotic swarms
Automatic Creation of Team-Control Plans Using an Assignment Branch in Genetic Programming
Learning Graph Configuration Spaces to Support Road Network Design Optimisation
A New Hybrid GPU-PSO Approach for Solving Max-CSPs
Diversity-Based Multi-Population Differential Evolution for Large-Scale Optimization
The Effect of Fitness Function Design on Performance in Evolutionary Robotics: The Influence of a Priori Knowledge
Multiple feature construction for effective biomarker identification and classification using genetic programming
RateSetter: roadmap for faster, safer, and better platform train interface design and operation using evolutionary optimisation
Flight midcourse guidance control based on genetic algorithm
Initial-population bias in the univariate estimation of distribution algorithm
On the practical genetic algorithms
Lessons learned in application of evolutionary computation to a set of optimization tasks
Sample-Aware Surrogate-Assisted Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling
Creation Of A Learning, Flying Robot By Means Of Evolution
Novel bio-inspired self-repair algorithm for evolvable fault tolerant hardware systems
Effective heuristic methods for finding non-optimal solutions of interest in constrained optimization models
A Bio-inspired Genetic Algorithm with a Self-Organizing Genome: The RBF-Gene Model
Evolving Graphs with Cartesian Genetic Programming with Lexicase Selection
Denoising Autoencoders for Fast Combinatorial Black Box Optimization
Explainability and performance of anticipatory learning classifier systems in non-deterministic environments
Analysis of evolution strategies with the optimal weighted recombination
A genetic algorithm approach for the Euclidean Steiner tree problem with soft obstacles
Necessary and sufficient conditions for success of the metropolis algorithm for optimization
Evolving small GRNs with a top-down approach
Introduction to bioinformatics and computational biology
Structural Optimization of Laminated Plates with Genetic Algorithms
A genetic fuzzy system for interpretable and parsimonious reinforcement learning policies
An Experimental Analysis of the Performance of SideChain Packing Algorithms
Investigation of the Fitness Landscapes and Multi-parent Crossover for Graph Bipartitioning
Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient
Towards human-human-computer interaction for biologically-inspired problem-solving in human genetics
Deep parameter optimisation on Android smartphones for energy minimisation: a tale of woe and a proof-of-concept
A CMA-ES with Multiplicative Covariance Matrix Updates
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines
Multi-objective Optimization with Dynamic Constraints and Objectives: New Challenges for Evolutionary Algorithms
Multi-swarm particle swarm optimization based risk management model for virtual enterprise
Environment as a spatial constraint on the growth of structural form
A new approach to fuzzy LCSs in two-dimensional continuous multistep environment with continuous vector actions
Are evolutionary algorithm competitions characterizing landscapes appropriately
SNDL-MOEA: stored non-domination level MOEA
Swarms of Artificial Platelets for Emergent Hole Detection and Healing in Wireless Sensor Networks
Hybridizing non-dominated sorting algorithms: divide-and-conquer meets best order sort
An efficient algorithm for generalized minimum spanning tree problem
Behavior-Based Control System in MultiAgent Domain
Improving Concordance Index in Regression-based Survival Analysis: Evolutionary Discovery of Loss Function for Neural Networks
Deterministic and stochastic precipitation downscaling using multi-objective genetic programming
Multi-objective journey planning under uncertainty: a genetic approach
Adding Knowledge And Efficient Data Structures To Evolutionary Programming: A Cultural Algorithm For Constrained Optimization
Deep Neural Crossover: A Multi-Parent Operator That Leverages Gene Correlations
Analysing the Robustness of NSGA-II under Noise
A Modified Compact Genetic Algorithm For The Intrinsic Evolution Of Continuous Time Recurrent Neural Networks
A multi-objective genetic algorithm for jacket optimization
Evolving sparsely connected neural networks for multi-step ahead forecasting
Finding deadlocks in large concurrent Java programs using genetic algorithms
Generating Synthetic Tabular Data by Using Image Generative Adversarial Networks
An agent-based model of the effects of a primate social structure on the speed of natural selection
An adaption of the schema theorem to various crossover and mutation operators for a music segmentation problem
Improving Time and Memory Efficiency of Genetic Algorithms by Storing Populations as Minimum Spanning Trees of Patches
The Effect of Diploidy on Integer Representations
Preferential Bayesian optimisation with skew gaussian processes
Analysis of collision probability in vehicular ad hoc networks
Genetic algorithms for positioning and utilizing sensors in synthetically generated landscapes
Hyperbolic fixed points are typical in the space of mixing operators for the infinite population genetic algorithm
Learning and using hyper-heuristics for variable and value ordering in constraint satisfaction problems
Solving optimization problems with high conditioning by means of online whitening
Machine Learning-Assisted Constraint Handling Under Variable Uncertainty for Preference-based Multi-Objective Optimization
Generalized adaptive pursuit algorithm for genetic pareto local search algorithms
Benchmarking the BFGS algorithm on the BBOB-2009 function testbed
Evolution of network enumeration strategies in emulated computer networks
Using Model Checking Techniques For Evaluating the Effectiveness of Evolutionary Computing in Synthesis of Distributed Fault-Tolerant Programs
Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments
t(k)-SA: accelerated simulated annealing algorithm for application mapping on networks-on-chip
Improved EDNA (estimation of dependency networks algorithm) using combining function with bivariate probability distributions
A hybrid evolutionary system for automatic software repair
On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization
A baseline-realistic objective open-ended kinematics simulator for evolutionary robotics
Efficient machine learning through evolving combined deep neural networks
A memetic algorithm to select training data for support vector machines
Extended virtual loser genetic algorithm for the dynamic traveling salesman problem
Designing multi-rover emergent specialization
Automatic design of multi-objective local search algorithms: case study on a bi-objective permutation flowshop scheduling problem
A DNA-based Three-state Device
Constant time steepest descent local search with lookahead for NK-landscapes and MAX-kSAT
Some measurements on the effects of the curse of dimensionality
Avoiding the pitfalls of noisy fitness functions with genetic algorithms
Multi-modal multi-objective model-based genetic programming to find multiple diverse high-quality models
13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011
New geometric semantic operators in genetic programming: perpendicular crossover and random segment mutation
On Random Numbers And The Performance Of Genetic Algorithms
An evolutionary platform for developing next-generation electronic circuits
Automatic verilog code generation through grammatical evolution
GAMA (genetic algorithm driven multi-agents)for e-commerce integrative negotiation
Exploring automated software composition with genetic programming
Genetic programming for human oral bioavailability of drugs
Search based software engineering: challenges, opportunities and recent applications
Interactive estimation of agent-based financial markets models: modularity and learning
Orthogonal learning particle swarm optimization
Balancing quality and quantity in evolving agent systems
Evolving Nonlinear Multigrid Methods With Grammar-Guided Genetic Programming
Partial neighborhoods of the traveling salesman problem
Evolutionary Computation As A Form Of Organization
A chain-model genetic algorithm for Bayesian network structure learning
A tabu search-based memetic algorithm for the multi-objective flexible job shop scheduling problem
Proposal of benchmark problem based on real-world car structure design optimization
A genetic algorithm for dynamic modelling and prediction of activity in document streams
Examining the landscape of semantic similarity based mutation
Tutorial on evolutionary multiobjective optimization
Combining a Memetic Algorithm with Integer Programming to Solve the Prize-Collecting Steiner Tree Problem
Evolving Fractal Proteins
Coevolving Different Knowledge Representations With Fine-grained Parallel Learning Classifier Systems
MOEA/VAN: Multiobjective Evolutionary Algorithm Based on Vector Angle Neighborhood
Tracking extrema in dynamic environments using a coevolutionary agent-based model of genotype edition
Manipulating Valid Solutions in a Genetic Algorithm for the Bounded-Diameter Minimum Spanning Tree Problem
Improving MACS Thanks to a Comparison with 2TBNs
Multi-objective gene-pool optimal mixing evolutionary algorithms
Geometric differential evolution
Computing new optimized routes for GPS navigators using evolutionary algorithms
Testing of precision agricultural networks for adversary-induced problems
Hybridization of Estimation of Distribution Algorithms with a Repair Method for Solving Constraint Satisfaction Problems
Sporadic model building for efficiency enhancement of hierarchical BOA
Evolutionary Computing as a Tool for Grammar Development
A distributed framework for cooperation of many-objective evolutionary algorithms
Eugenic Evolution Utilizing A Domain Model
A Comparison of Some Methods for Evolving Neural Networks
On the Impact of Local Search Operators and Variable Neighbourhood Search for the Generalized Travelling Salesperson Problem
A Simple Method For Detecting Domino Convergence And Identifying Salient Genes Within A Genetic Algorithm
Generating hard inventory routing problem instances using evolutionary algorithms
MEMPSODE: comparing particle swarm optimization and differential evolution within a hybrid memetic global optimization framework
A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles
A comparison of speciation, extinction, and complexification in neuroevolution with and without selection pressure
Exploring divergence in soft robot evolution
Caching for parallel linear genetic programming
Using bayesian networks for selecting classifiers in GP ensembles
GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020
Toward learning neural network encodings for continuous optimization problems
MedGEC'16 Chairs' Welcome
The Effect of Natural Selection on Phylogeny Reconstruction Algorithms
Explaining adaptation in genetic algorithms with uniform crossover: the hyperclimbing hypothesis
Evolving EFSMs solving a path-planning problem by genetic programming
Simulated annealing based resource allocation for cloud data centers
How online simplification affects building blocks in genetic programming
On the Optimization of Monotone Polynomials by the (1+1) EA and Randomized Local Search
Analyzing the impact of undersampling on the benchmarking and configuration of evolutionary algorithms
Surrogates for hierarchical search spaces: the wedge-kernel and an automated analysis
Runtime analysis via symmetry arguments: (hot-off-the-press track at GECCO 2021)
Dynamic Fidelity Selection for Hyperparameter Optimization
Improved regression models for algorithm configuration
A comparison of selection, recombination, and mutation parameter importance over a set of fifteen optimization tasks
Efficient differential evolution using speciation for multimodal function optimization
A fuzzy inference system-inspired influence function for the cultural algorithm with evolutionary programming applied to real-valued function optimization
Both robust computation and mutation operation in dynamic evolutionary algorithm are based on orthogonal design
Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks
Cost-sensitive classification tree induction as a bi-level optimization problem
Generation of tests for programming challenge tasks using evolution algorithms
Search Improvement By Genetic Algorithms With A Semiotic Network
Constructive induction and genetic algorithms for learning concepts with complex interaction
Benchmarking algorithm portfolio construction methods
A gentle introduction to theory (for non-theoreticians)
Optimizing ballast design of wave energy converters using evolutionary algorithms
Measuring the ability of lexicase selection to find obscure pathways to optimality
A modified gravitational search algorithm for continuous optimization
Biologically inspired control of a simulated octopus ARM via recurrent neural networks
Multi-objective genetic algorithms for pipe arrangement design
Simpler is Better: a Novel Genetic Algorithm to Induce Compact Multi-label Chain Classifiers
Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt
A Survey on Learning Classifier Systems from 2022 to 2024