yusuke1997/dblp-id-title huggingface dataset:
Enhanced hospital resource management using anticipatory policies in online dynamic multi-objective optimization
Solving quadratic assignment problems by genetic algorithms with GPU computation: a case study
Biased random-key genetic algorithm for linearly-constrained global optimization
Non-monotone differential evolution
A hybrid local search framework for the dynamic capacitated arc routing problem
Evolving parsimonious networks by mixing activation functions
Structural Vibration Reduction Using Genetic Algorithm for Optimal Locations of Viscoelastic Dampers
GENIFER: A Nearest Neighbour based Classifier System using GA
Variable discrimination of crossover versus mutation using parameterized modular structure
On Solving the Capacitated Vehicle Routing Problem with Time Windows using Quantum Annealing
Ant-Based Crossover for Permutation Problems
Multiple regression genetic programming
An EC-memory based method for the multi-objective TSP
Adaptive Wavelet Transform for Lossless Compression using Genetic Algorithm
Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems
Swarming along the evolutionary branches sheds light on genome rearrangement scenarios
How and why a bit-wise neutrality with and without locality affects evolutionary search
An anticipatory approach to improve XCSF
Vulnerability assessment of machine learning based malware classification models
Quality with Just Enough Diversity in Evolutionary Policy Search
A comparative study of differential evolution variants for global optimization
ES is more than just a traditional finite-difference approximator
Subproblem optimization by gene correlation with singular value decomposition
Estimating the destructiveness of crossover on binary tree representations
Self-adaptive mutation rates in genetic algorithm for inverse design of cellular automata
Qualitative visual presentation of evolution algorithms
Exact Results From A Coarse Grained Formulation Of The Dynamics Of Variable-length Genetic Algorithms
On the investigation of population sizing of genetic algorithms using optimal mixing
An introduction to statistical analysis for evolutionary computation
Indicator-based evolutionary algorithm with hypervolume approximation by achievement scalarizing functions
Using gradient information for multi-objective problems in the evolutionary context
Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation
Multi-attractor gene reordering for graph bisection
Niching the CMA-ES via nearest-better clustering
GAUGUIN: generating art using genetic algorithms and user input naturally
Morphological scaffolding: how evolution and development improve robot behavior generation
Improving source-code representations to enhance search-based software repair
Evolving quantum computer algorithms
Experiences on memetic computation for locating transition states in biochemical applications
Public transport timetable and charge optimization using multiple electric buses types
Estimating the spectral sensitivity of a digital sensor using calibration targets
Neuroevolution of recurrent neural networks for time series forecasting of coal-fired power plant operating parameters
Influence of selection on structure learning in markov network EDAs: an empirical study
Efficient quantitative heuristics for graph clustering
Speeding up evolutionary multi-objective optimisation through diversity-based parent selection
Real-valued evolutionary multi-modal optimization driven by hill-valley clustering
Schemata Bandits for MAXSAT
Visualizing for Success: How Can we Make the User more Efficient in Interactive Evolutionary Algorithms?
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019
Post-processing operators for decision lists
Bias and scalability in evolutionary development
Towards an Agent-Based Foundation of Financial Econometrics: An Approach Based on Genetic-Programming Artificial Markets
Parameter space analysis of genetic algorithm using support vector regression
To Repair or Not to Repair? Investigating the Importance of AB-Cycles for the State-of-the-Art TSP Heuristic EAX
A cell-based developmental model to generate robot morphologies
Uncertainty handling CMA-ES for reinforcement learning
A Meta-Evolutionary Algorithm for Co-evolving Genotypes and Genotype / Phenotype Maps
Initialisation and grammar design in grammar-guided evolutionary computation
Variable Metric Evolution Strategies for High-dimensional Multi-Objective Optimization
Evolutionary Bilevel Optimization: Algorithms and Applications
Binary representation in gene expression programming: towards a better scalability
Evolutionary super-resolution
Lower bounds on the runtime of crossover-based algorithms via decoupling and family graphs
Breeding diverse packings for the knapsack problem by means of diversity-tailored evolutionary algorithms
Rule-based Machine Learning: Separating Rule and Rule-Set Pareto-Optimization for Interpretable Noise-Agnostic Modeling
Cheating for problem solving: a genetic algorithm with social interactions
Learning dynamic models of compartment systems by combining symbolic regression with fuzzy vector envisionment
Genetic algorithm niching by (Quasi-)infinite memory
An approach for estimating separability and its application on high dimensional optimization
More effective randomized search heuristics for graph coloring through dynamic optimization
Population Sizing Based on Landscape Feature
Indirect co-evolution for understanding belief in an incomplete information dynamic game
Materialized View Selection in a Data Warehouse Using Evolutionary Algorithms
An enhanced statistical approach for evolutionary algorithm comparison
Generating failing test suites for quantum programs with search (hot off the press track at GECCO 2022)
SQL data generation to enhance search-based system testing
ONE-NAS: an online neuroevolution based neural architecture search for time series forecasting
Designing artificial tetris players with evolution strategies and racing
A parallel evolutionary algorithm for prioritized pairwise testing of software product lines
Maintaining population diversity by maintaining family structures
On the detection of general problem structures by using inductive linkage identification
Hybridisation of artificial bee colony algorithm on four classes of real-valued optimisation functions
A multiobjective optimization algorithm for discovering driving strategies
Predicting Healthcare Costs Using Classifiers
Genetic multi-step search in interpolation and extrapolation domain
Selecting for evolvable representations
Revisiting the NSGA-II crowding-distance computation
Coordinating a team of searchers: of ants, swarms, and slime molds
Learning basic navigation for personal satellite assistant using neuroevolution
A many-objective route planning benchmark problem for navigation
Sequential Rule Mining for Automated Design of Meta-heuristics
Using evolutionary computation methods to support analytical models for the evolution and maintenance of conditional strategies in chthamalus anisopoma
Fast genetic algorithms
Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014
A memetic algorithm using local search chaining forblack-box optimization benchmarking 2009 for noise free functions
Genetic programming meets linear algebra: how genetic programming can be used to find improved iterative numerical methods
Second order partial derivatives for NK-landscapes
Adapting novelty towards generating antigens for antivirus systems
Hierarchically organised evolution strategies on the parabolic ridge
Preliminary tests of a real-valued anticipatory classifier system
Genetic algorithm to study practical quantum adversaries
Adaptive immune genetic algorithm for logic circuit design
On the use of context sensitive grammars in grammatical evolution for legal non-compliance detection
Evolutionary Concept Learning
Candlestick stock analysis with genetic algorithms
An improved quantum genetic algorithm for stochastic job shop problem
Autostacker: a compositional evolutionary learning system
Analyzing the cross-generalization ability of a hybrid genetic & evolutionary application for multibiometric feature weighting and selection
Parallel particle swarm optimization applied to the protein folding problem
Migration Policies and Takeover Times in Genetic Algorithms
Multi-fidelity surrogate model approach to optimization
An abstract interface for large-scale continuous optimization decomposition methods
Cancer classification using microarray and layered architecture genetic programming
Inference of gene regulatory networks using s-system and differential evolution
Combining two local searches with crossover: an efficient hybrid algorithm for the traveling salesman problem
Co-evolving Task-Dependent Visual Morphologies in Predator-Prey Experiments
Crossover, Population Dynamics, and Convergence in the GAuGE System
Mixed-integer evolution strategy using multiobjective selection applied to warehouse design optimization
A Joint Python/C++ Library for Efficient yet Accessible Black-Box and Gray-Box Optimization with GOMEA
Toward comparison-based adaptive operator selection
A combinatorial genetic algorithm for the configuration of the 2dF/AAOmega spectrograph at the anglo-Australian observatory
Alpinist CellularDE: a cellular based optimization algorithm for dynamic environments
A Cooperative Coevolution Neural Architecture Search Approach for Evolving Convolutional Neural Networks
Cable-stayed bridge optimization solution space exploration
Why and how to measure exploration in behavioral space
Breaking the Billion-Variable Barrier in Real-World Optimization Using a Customized Evolutionary Algorithm
Trading rules on stock markets using genetic network programming with sarsa learning
Noise, fitness distribution, and selection intensity in genetic algorithms
A genetic programming method for classifier construction and cost learning in high-dimensional unbalanced classification
Agent-environment interaction in a multi-agent system: a formal model
Estimating MLC NAND flash endurance: a genetic programming based symbolic regression application
Semantics based crossover for boolean problems
Distributed NSGA-II with migration using compensation on many-core processors for improving performance and accuracy
The relationship between evolvability and bloat
Optimal Elevator Group Control by Evolution Strategies
Evolving robot swarm behaviors by minimizing surprise: results of simulations in 2-d on a Torus
Optimization of Constructive Solid Geometry Via a Tree-Based Multi-objective Genetic Algorithm
Research of fuzzy control strategy on artificial climate chest
Memory analysis and significance test for agent behaviours
The effects of lifetime learning on the diversity and fitness of populations
Design and architecture of the jMetaISP framework
Decomposition and Clustering-Based Many-Objective Optimization for Multi-Label Feature Selection
Fitness Function Design To Improve Evolutionary Structural Testing
Voronoi Quantizied Crossover For Traveling Salesman Problem
Using feature-based fitness evaluation in symbolic regression with added noise
GI4GI: Improving Genetic Improvement Fitness Functions
The power of quantitative grammatical evolution neural networks to detect gene-gene interactions
Candidate oversampling prefers two to tango: estimation of distribution algorithms
Deep learning through generative and developmental system
Women@GECCO 2016 Chairs' Welcome
Sampling Bias and Search Space Boundary Extension in Real Coded Genetic Algorithms
Using a Meta-GA for parametric optimization of simple gas in the computational chemistry domain
Optimizing constrained non-convex NLP problems in chemical engineering field by a novel modified goal programming genetic algorithm
Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS
Rolling horizon evolution versus tree search for navigation in single-player real-time games
Focusing on the hybrid quantum computing - Tabu search algorithm: new results on the Asymmetric Salesman Problem
Opponent modeling and exploitation in poker using evolved recurrent neural networks
Evolutionary algorithms for the design of orthogonal latin squares based on cellular automata
Accurate mixed weibull distribution fitting by differential evolution
Making a case for (Hyper-)parameter tuning as benchmark problems
Evolving joint-level control with digital muscles
Evolutionary large-scale global optimization: an introduction
Bayesian Quality Diversity Search with Interactive Illumination
Bilevel innovization: knowledge discovery in scheduling systems using evolutionary bilevel optimization and visual analytics
Drift theory in continuous search spaces: expected hitting time of the (1 + 1)-ES with 1/5 success rule
The genetic programming collaboration network and its communities
Extending Tree-Based Automated Machine Learning to Biomedical Image and Text Data Using Custom Feature Extractors
Multiobjective evolutionary algorithms for dynamic social network clustering
Search-based determination of refactorings for improving the class structure of object-oriented systems
Benchmarking: state-of-the-art and beyond
Estimating cement compressive strength from microstructural images using GEP with probabilistic polarized similarity weight tournament selection
A neural evolutionary approach to financial modeling
On the effect of embedding hierarchy within multi-objective optimization for evolving symbolic regression models
Algorithm and experiment design with heuristic lab: an open source optimization environment for research and education
Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation
Solving Complex Problems with Coevolutionary Algorithms
The data-driven physical-based equations discovery using evolutionary approach
Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming
XCS with computed prediction in multistep environments
A novel fitness function for automated program repair based on source code checkpoints
Population Genetics of Regulatory Genes: A Genetic Algorithm Model
Independent influence of exploration and exploitation for metaheuristic-based recommendations
Distance between Populations
Mixed-Variable Correlation-Aware Metaheuristic for Deployment Optimization of 3-D Sensor Networks
Object segmentation based on disparity estimation
Genetic algorithms for the sailor assignment problem
The effect of crossover on evolution ability of population
A Generic Network Design for a Closed-Loop Supply Chain Using Genetic Algorithm
Behavior of finite population variable length genetic algorithms under random selection
Towards Byte Code Genetic Programming
Search-based construction of finite-state machines with real-valued actions: new representation model
The diversity-accuracy duality in ensembles of classifiers
Supportive coevolution
A Unified Framework for Metaheuristics
Detection of sentinel predictor-class associations with XCS: a sensitivity analysis
the future of experimental research
EMOCS: evolutionary multi-objective optimisation for clinical scorecard generation
A Reinforcement Learning-assisted Evolutionary Computing Approach to Capacitated Vehicle Routing with Time Windows
GP-based motion control design for the double-integrator system subject to velocity constraint
Social trends in the iterated prisoner's dilemma
Evolving musical performance profiles using genetic algorithms with structural fitness
Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble
Improving reliability of embedded systems through dynamic memory manager optimization using grammatical evolution
Two-cornered learning classifier systems for pattern generation and classification
A parallel ensemble genetic algorithm for the traveling salesman problem
Neural Loss Function Evolution for Large-Scale Image Classifier Convolutional Neural Networks
Biologically-implemented genetic algorithm for protein engineering
Automatic inference of hierarchical graph models using genetic programming with an application to cortical networks
Understanding EA Dynamics via Population Fitness Distributions
Evolving context-free language predictors
Dimension-Independent Convergence Rate for Non-isotropic (1, lambda) - ES
Optimization of the hölder image descriptor using a genetic algorithm
Cooperative network construction using digital germlines
Daily Stock Prediction Using Neuro-genetic Hybrids
The Incremental Pareto-Coevolution Archive
Combining Evolutionary And Non-evolutionary Methods In Tracking Dynamic Global Optima
Sunspots modelling: comparison of GP approaches
Black-box optimization benchmarking for noiseless function testbed using particle swarm optimization
Introduction to Gene Regulatory Networks
VMEA: studies on replacing strategies and diversity in dynamic environments
GP age-layer and crossover effects in bid-offer spread prediction
Identification and prediction using symbolic regression alpha-beta: preliminary results
Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data
Learning multiple defaults for machine learning algorithms
Controller design based on genetic programming
Introducing learning classifier systems: rules that capture complexity
On selecting the best individual in noisy environments
How to be a successful app developer: lessons from the simulation of an app ecosystem
Enhancing search-based product line design with crossover operators
Data-Based Identification of Prediction Models for Glucose
DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis
A novel robust background modeling algorithm for complex natural scenes
Minimize surprise MAP-elites: a task-independent MAP-elites variant for swarms
On the effect of the sampling ratio of past trajectories in the combination of evolutionary algorithm and deep reinforcement learning
Real-Valued Negative Selection Algorithm with Variable-Sized Detectors
Fast pedestrian detection using multimodal estimation of distribution algorithms
An efficient evolutionary algorithm for solving incrementally structured problems
Prediction of energy consumption in a NSGA-II-based evolutionary algorithm
The degree of dynamism for workforce scheduling problem with stochastic task duration
A many-objective test problem for visually examining diversity maintenance behavior in a decision space
Use EMO to protect sensitive knowledge in association rule mining by adding items
Open BEAGLE: A New Versatile C++ Framework for Evolutionary Computation
Coevolution in a large search space using resource-limited nash memory
Uncertainty in equation learning
Evolutionary-class independent LDA as a pre-process for improving classification
Is The Perfect The Enemy Of The Good?
On feasible and infeasible search for equitable graph coloring
A parallel evolutionary algorithm for unconstrained binary quadratic problems
Hot off the Press: From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower Bounds
The nexus cognitive agent-based model: coevolution for valid computational social modeling
Fighting Underspecification in Symbolic Regression with Fitness Sharing
Symbiosis, complexification and simplicity under GP
Generating gaits for physical quadruped robots: evolved neural networks vs. local parameterized search
Multi-objective optimization of diesel engine emissions and fuel economy using SPEA2+
Human-Driven Genetic Programming for Program Synthesis: A Prototype
Adaptive multi-objective genetic algorithm using multi-pareto-ranking
Per-Run Algorithm Performance Improvement Forecasting Using Exploratory Landscape Analysis Features: A Case Study in Single-Objective Black-Box Optimization
A Multi-Objective Evolutionary Algorithm based on Parallel Coordinates
Evaluating the use of different measure functions in the predictive quality of ABC-miner
Novelty search makes evolvability inevitable
Improving the efficiency of GP-GOMEA for higher-arity operators
Modified Gradient Techniques for Normalized Solution Vectors
Performance improvements of evolutionary algorithms in perl 6
Second order heuristics in ACGP
Dynamic fitness inheritance proportion for multi-objective particle swarm optimization
Visualizing the tape of life: exploring evolutionary history with virtual reality
Optimization of chemical structures for seawater desalination
Terrain-Based Genetic Algorithm (TBGA): Modeling Parameter Space as Terrain
Genetic Algorithm with Modified Reproduction Operators for Grammatical Inference
Adaptive diversity in PSO
Evolvability ES: scalable and direct optimization of evolvability
Using Genetic Algorithms for Deadline-Constrained Monitor Selection in Dynamic Computer Networks
Redesigning the jMetal Multi-Objective Optimization Framework
Dynamic l-systems in GE
A multiobjective evolutionary algorithm for the task based sailor assignment problem
PreDive: preserving diversity in test cases for evolving digital circuits using grammatical evolution
Crowd-sourcing the sounds of places with a web-based evolutionary algorithm
Improved Image Halftoning Technique Using GAs with Concurrent Inter-block Evaluation
Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems
Towards evolving robust neural architectures to defend from adversarial attacks
Nested evolution of an autonomous agent using descriptive encoding
A Path-Relinking-based Heuristic for the Multiobjective Subgraph Problem
On strategy parameter control by Meta-ES
Discovering Regression Rules with Ant Colony Optimization
Social Specialization of Space: Clustering Households on the French Riviera
Evolving visually guided agents in an ambiguous virtual world
A New Metaheuristic-Algorithm Similarity Measure Using Signal Flow Diagrams
Investigation of kernel functions in EDA-GK
Simple tools for multimodal optimization
Efficiency enhancements for evolutionary capacity planning in distribution grids
A new Ant colony optimization metaheuristic based on pheromone guided local search instead of constructive approach
Intelligent systems for smart cities
Interactive multiobjective optimisation: preference changes and algorithm responsiveness
Comparing global and local mutations on bit strings
Evolving competitive car controllers for racing games with neuroevolution
The quest for non-functional property optimisation in heterogeneous and fragmented ecosystems: a distributed approach
Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II
LGP-VEC: A Vectorial Linear Genetic Programming for Symbolic Regression
A bivariate probabilistic model-building genetic algorithm for graph bipartitioning
Can the Problem-Solving Benefits of Quality Diversity Be Obtained without Explicit Diversity Maintenance?
Are Evolutionary Computation-Based Methods Comparable to State-of-the-art non-Evolutionary Methods for Community Detection?
Benchmarking the PSA-CMA-ES on the BBOB noiseless testbed
Finite Population Models of Co-evolution and Their Application to Haploidy versus Diploidy
Simple genetic operators are universal approximators of probability distributions (and other advantages of expressive encodings)
External archive hybrid genetic algorithm for unequal area facility layout problem
Using Genetic Programming to Improve Software Effort Estimation Based on General Data Sets
Managing Repetition in Grammar-Based Genetic Programming
On asynchronous non-dominated sorting for steady-state multiobjective evolutionary algorithms
A generator for dynamically constrained optimization problems
Optimising the introduction of connected and autonomous vehicles in a public transport system using macro-level mobility simulations and evolutionary algorithms
Ensemble-based constraint handling in multiobjective optimization
Balancing performance, resource efficiency and energy efficiency for virtual machine deployment in DVFS-enabled clouds: an evolutionary game theoretic approach
Training Agents for Unknown Logistics Problems
Alternative Bloat Control Methods
Schema Analysis of Average Fitness in Multiplicative Landscape