yusuke1997/dblp-id-title huggingface dataset:
Parameterless Gene-Pool Optimal Mixing Evolutionary Algorithms
HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization
Adaptive Ranking-Based Constraint Handling for Explicitly Constrained Black-Box Optimization
Emergent Solutions to High-Dimensional Multitask Reinforcement Learning
Multimodal Optimization Using a Bi-Objective Evolutionary Algorithm
MOEA/D with Adaptive Weight Adjustment
Abandoning Objectives: Evolution Through the Search for Novelty Alone
A Hierarchy of Evolution Programs: An Experimental Study
Hybrid Evolutionary Optimization of Two-Stage Stochastic Integer Programming Problems: An Empirical Investigation
Using Genetic Algorithms to Explore Pattern Recognition in the Immune System
Mixed Integer Evolution Strategies for Parameter Optimization
An Analysis of Two-Parent Recombinations for Real-Valued Chromosomes in an Infinite Population
Ideal Evaluation from Coevolution
Asynchronous Master-Slave Parallelization of Differential Evolution for Multi-Objective Optimization
Collective Adaptation: The Exchange of Coding Segments
Exact Solutions for Evolutionary Strategies on Harmonic Landscapes
Gene Expression and Fast Construction of Distributed Evolutionary Representation
Exploring the Runtime of an Evolutionary Algorithm for the Multi-Objective Shortest Path Problem
Code Growth, Explicitly Defined Introns, and Alternative Selection Schemes
Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy
Estimating the Ratios of the Stationary Distribution Values for Markov Chains Modeling Evolutionary Algorithms
Group Properties of Crossover and Mutation
Looking Beyond Selection Probabilities: Adaptation of the X 2 Measure for the Performance Analysis of Selection Methods in GAs
The Cooperative Coevolutionary (1+1) EA
Effective Memetic Algorithms for VLSI Design = Genetic Algorithms + Local Search + Multi-Level Clustering
LM-CMA: An Alternative to L-BFGS for Large-Scale Black Box Optimization
Theoretical and Empirical Analysis of a Spatial EA Parallel Boosting Algorithm
FDA - A Scalable Evolutionary Algorithm for the Optimization of Additively Decomposed Functions
Recent Advances in Evolvable Systems - ICES 96 (International Conference on Evolvable Systems)
Global WASF-GA: An Evolutionary Algorithm in Multiobjective Optimization to Approximate the Whole Pareto Optimal Front
Probabilistic Contextual and Structural Dependencies Learning in Grammar-Based Genetic Programming
Maximizing Submodular Functions under Matroid Constraints by Evolutionary Algorithms
Order-2 Stability Analysis of Particle Swarm Optimization
Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
High-Dimensional Unbalanced Binary Classification by Genetic Programming with Multi-Criterion Fitness Evaluation and Selection
The Crowding Approach to Niching in Genetic Algorithms
Effects of Code Growth and Parsimony Pressure on Populations in Genetic Programming
An Efficient and Accurate Solution Methodology for Bilevel Multi-Objective Programming Problems Using a Hybrid Evolutionary-Local-Search Algorithm
Analysis and Improvement of Fitness Exploitation in XCS: Bounding Models, Tournament Selection, and Bilateral Accuracy
Network Random Keys-A Tree Representation Scheme for Genetic and Evolutionary Algorithms
The Unrestricted Black-Box Complexity of Jump Functions
An Analysis of the Fitness Landscape of Travelling Salesman Problem
Evolving Neural Network through Augmenting Topologies
Adaptive Linkage Crossover
Choosing the Appropriate Forecasting Model for Predictive Parameter Control
S-Metric Calculation by Considering Dominated Hypervolume as Klee's Measure Problem
Rule Fitness and Pathology in Learning Classifier Systems
Multi-Niche Crowding in Genetic Algorithms and its Application to the Assembly of DNA Restriction-Fragments
Covariance Matrix Adaptation for Multi-objective Optimization
On the Taxonomy of Optimization Problems Under Estimation of Distribution Algorithms
Efficient Evaluation Functions for Evolving Coordination
Computing Gap Free Pareto Front Approximations with Stochastic Search Algorithms
Ingo Wegener
The Dynamics of Cumulative Step Size Adaptation on the Ellipsoid Model
An Information-Theoretic Analysis on the Interactions of Variables in Combinatorial Optimization Problems
Solving Pattern Nesting Problems with Genetic Algorithms Employing Task Decomposition and Contact Detection
An Evolutionary Computing Approach to Probabilistic Reasoning on Bayesian Networks
A Ripple-Spreading Genetic Algorithm for the Aircraft Sequencing Problem
A Machine Learning Evaluation of an Artificial Immune System
A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for the Uncertain Capacitated Arc Routing Problem
Estimation of Distribution Algorithm for Grammar-Guided Genetic Programming
MOTA: A Many-Objective Tuning Algorithm Specialized for Tuning under Multiple Objective Function Evaluation Budgets
Book Review: Proceedings of the Fifth International Conference on Genetic Algorithms
Evolutionary Image Transition and Painting Using Random Walks
Embodiment of Evolutionary Computation in General Agents
Static and Dynamic Selection Thresholds Governing the Accumulation of Information in Genetic Algorithms Using Ranked Populations
A Practical Methodology for Reproducible Experimentation: An Application to the Double-Row Facility Layout Problem
Efficient Genetic Algorithms Using Discretization Scheduling
Evolutionary Consequences of Coevolving Targets
Spin-Flip Symmetry and Synchronization
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part II
Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions
A Parameterised Complexity Analysis of Bi-level Optimisation with Evolutionary Algorithms
Leveraging TSP Solver Complementarity through Machine Learning
A Methodology to Find the Elementary Landscape Decomposition of Combinatorial Optimization Problems
A Normed Space of Genetic Operators with Applications to Scalability Issues
Evolutionary Divide and Conquer (I): A Novel Genetic Approach to the TSP
An Orthogonal Multi-objective Evolutionary Algorithm for Multi-objective Optimization Problems with Constraints
Texture Segmentation by Genetic Programming
Editorial for the Special Issue on Combinatorial Optimization Problems
On Proportions of Fit Individuals in Population of Mutation-Based Evolutionary Algorithm with Tournament Selection
Predicting Epistasis from Mathematical Models
An Enhanced Memetic Differential Evolution in Filter Design for Defect Detection in Paper Production
Time Scheduling of Transit Systems With Transfer Considerations Using Genetic Algorithms
Pair Approximations of Takeover Dynamics in Regular Population Structures
Genetic Programming and Serial Processing for Time Series Classification
On the Relationship between the Duration of an Encounter and the Evaluation of Cooperation in the Iterated Prisoner's Dilemma
Theoretical Analysis of Mutation-Adaptive Evolutionary Algorithms
Building Blocks, Cohort Genetic Algorithms, and Hyperplane-Defined Functions
Covariant Genetic Dynamics
Human-Competitive Evolution of Quantum Computing Artefacts by Genetic Programming
Simple Hyper-Heuristics Control the Neighbourhood Size of Randomised Local Search Optimally for LeadingOnes *
The Equation for Response to Selection and Its Use for Prediction
Using Hadoop MapReduce for Parallel Genetic Algorithms: A Comparison of the Global, Grid and Island Models
Fitness Probability Distribution of Bit-Flip Mutation
Redundant Representations in Evolutionary Computation
Resampling versus Repair in Evolution Strategies Applied to a Constrained Linear Problem
Constructive Genetic Algorithm for Clustering Problems
Authors' Answer to the Book Review of Introduction to Evolutionary Computing Published in Issue 12: 2
Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems
Experimental Comparison of Six Population-Based Algorithms for Continuous Black Box Optimization
Editorial Introduction to the Special Issue on Evolutionary Computer Vision
Solving a Real-World Problem Using an Evolving Heuristically Driven Schedule Builder
Space Complexity of Estimation of Distribution Algorithms
Encouraging Behavioral Diversity in Evolutionary Robotics: An Empirical Study
In Memoriam Laurence J. Fogel
Evolving a Behavioral Repertoire for a Walking Robot
Analysis of an Asymmetric Mutation Operator
Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies
An Overview of Evolutionary Algorithms in Multiobjective Optimization
A Meta-Objective Approach for Many-Objective Evolutionary Optimization
Optical Coating Designs Using the Family Competition Evolutionary Algorithm
A New Representation and Operators for Genetic Algorithms Applied to Grouping Problems
Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms
Schema Theory for Genetic Programming with One-Point Crossover and Point Mutation
Opposition-Based Memetic Algorithm and Hybrid Approach for Sorting Permutations by Reversals
Introducing Elitist Black-Box Models: When Does Elitist Behavior Weaken the Performance of Evolutionary Algorithms?
Evolutionary Sparsity Regularisation-Based Feature Selection for Binary Classification
D 2 MOPSO : MOPSO Based on Decomposition and Dominance with Archiving Using Crowding Distance in Objective and Solution Spaces
On the Choice of the Parent Population Size
Toward a Theory of Evolution Strategies: Some Asymptotical Results from the (1, +lambda)-Theory
Representations and Evolutionary Operators for the Scheduling of Pump Operations in Water Distribution Networks
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation
Convergence Analysis of Evolutionary Algorithms That Are Based on the Paradigm of Information Geometry
Editorial for the Special Issue on Theoretical Aspects of Evolutionary Multi-Objective Optimization
Combating Coevolutionary Disengagement by Reducing Parasite Virulence
IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics
Towards Intelligently Designed Evolvable Processors
Estimating Meme Fitness in Adaptive Memetic Algorithms for Combinatorial Problems
A Decomposition-Based Evolutionary Algorithm with Correlative Selection Mechanism for Many-Objective Optimization
Dependency Structure Matrix, Genetic Algorithms, and Effective Recombination
VSD-MOEA: A Dominance-Based Multiobjective Evolutionary Algorithm with Explicit Variable Space Diversity Management
Embedded Landscapes
Corrections on the Box Plots of the Coverage Metric in "Multiobjective Immune Algorithm with Nondominated Neighbor-based Selection"
Parameterized Runtime Analyses of Evolutionary Algorithms for the Planar Euclidean Traveling Salesperson Problem
Localization for Solving Noisy Multi-Objective Optimization Problems
Toward a Theory of Evolution Strategies: The (mue, lambda)-Theory
Editorial: Reflecting on Thirty Years of ECJ
Editorial for the Special Issue on the Best of GECCO 2004
Modification Point Depth and Genome Growth in Genetic Programming
Unbiased Black-Box Complexities of Jump Functions
Production Scheduling and Rescheduling with Genetic Algorithms
Deductive Sort and Climbing Sort: New Methods for Non-Dominated Sorting
How Mutation and Selection solve Long Path Problems in Polynomial Expected Time
Architecture for an Artificial Immune System
On Potential Energy Models for EA-based Ab Initio Protein Structure Prediction
Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations
A Preference-Based Evolutionary Algorithm for Multi-Objective Optimization
A New Approach to Population Sizing for Memetic Algorithms: A Case Study for the Multidimensional Assignment Problem
Learning Factorizations in Estimation of Distribution Algorithms Using Affinity Propagation
Adding Learning to the Cellular Development of Neural Networks: Evolution and the Baldwin Effect
Editorial for the Special Issue on Theory of Evolutionary Algorithms 2014
Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems
A Graphical Model for Evolutionary Optimization
Landscape Analysis for Surrogate Models in the Evolutionary Black-Box Context
Towards a Theory of Evolution Strategies: Self-Adaptation
ptGAs - Genetic Algorithms Evolving Noncoding Segments by Means of Promoter/Terminator Sequences
Genetic Algorithms, Path Relinking, and the Flowshop Sequencing Problem
Adversarial Search by Evolutionary Computation
Local Search with Quadratic Approximations into Memetic Algorithms for Optimization with Multiple Criteria
Linkage Identification by Non-monotonicity Detection for Overlapping Functions
No Free Lunch and Benchmarks
Neuroevolution of a Modular Memory-Augmented Neural Network for Deep Memory Problems
A Memetic Genetic Algorithm for the Vertex p -center Problem
Representation Invariant Genetic Operators
How to Specify a Reference Point in Hypervolume Calculation for Fair Performance Comparison
Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis
Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments
Estimation of Distribution Algorithms with Kikuchi Approximations
General Upper Bounds on the Runtime of Parallel Evolutionary Algorithms
A Study on Scalable Representations for Evolutionary Optimization of Ground Structures
Parameterized Analysis of Multiobjective Evolutionary Algorithms and the Weighted Vertex Cover Problem
On Replacement Strategies in Steady State Evolutionary Algorithms
Multioracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets
2 Indicator-Based Multiobjective Search
Analyzing the (1, λ) Evolution Strategy via Stochastic Approximation Methods
A Genetic System Based on Simulated Crossover: Stability Analysis and Relationships with Neural Nets
odNEAT: An Algorithm for Decentralised Online Evolution of Robotic Controllers
Self-Adaptive Genetic Algorithms with Simulated Binary Crossover
Evolutionary Visual Exploration: Evaluation of an IEC Framework for Guided Visual Search
Filtering Sensory Information with XCSF: Improving Learning Robustness and Robot Arm Control Performance
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-Optimization
Design Mining Interacting Wind Turbines
Toward a Theory of Evolution Strategies: On the Benefit of Sex - the (mu/mu, lambda)-Theory
Is Echo a Complex Adaptive System?
Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms
A Tri-Objective Method for Bi-Objective Feature Selection in Classification
Preliminary Analysis of Simple Novelty Search
On the Performance of Different Genetic Programming Approaches for the SORTING Problem
A Derandomized Approach to Self Adaptation of Evolution Strategies
Introducing Robustness in Multi-Objective Optimization
A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition
A Hidden Markov Model Approach to the Problem of Heuristic Selection in Hyper-Heuristics with a Case Study in High School Timetabling Problems
An Efficient Algorithm for Computing Hypervolume Contributions
GAMBIT: A Parameterless Model-Based Evolutionary Algorithm for Mixed-Integer Problems
Constrained Novelty Search: A Study on Game Content Generation
Forking Genetic Algorithms: GAs with Search Space Division Schemes
Selection Heuristics on Semantic Genetic Programming for Classification Problems
Genetic Programming over Context-Free Languages with Linear Constraints for the Knapsack Problem: First Results
On the Scalability of Parallel Genetic Algorithms
Information Characteristics and the Structure of Landscapes
Revisiting the Restricted Growth Function Genetic Algorithm for Grouping Problems
Discovering and Exploiting Sparse Rewards in a Learned Behavior Space
Strength Pareto Particle Swarm Optimization and Hybrid EA-PSO for Multi-Objective Optimization
Decomposition Algorithms for a Multi-Hard Problem
A Note on the Extended Rosenbrock Function
Dynastic Potential Crossover Operator
Constraint Handling Using Tournament Selection: Abductive Inference in Partly Deterministic Bayesian Networks
Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review
Direct Feature Evaluation in Black-Box Optimization Using Problem Transformations
Design of Graph-Based Evolutionary Algorithms: A Case Study for Chemical Process Networks
Formal Analysis, Hardness, and Algorithms for Extracting Internal Structure of Test-Based Problems
Performance Analysis of Continuous Black-Box Optimization Algorithms via Footprints in Instance Space
Evolving Fisher Kernels for Biological Sequence Classification
Analysis of Selection Algorithms: A Markov Chain Approach
Inferring Future Landscapes: Sampling the Local Optima Level
Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm
Classification as Clustering: A Pareto Cooperative-Competitive GP Approach
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression
Hybridization of Evolutionary Operators with Elitist Iterated Racing for the Simulation Optimization of Traffic Lights Programs
Evolutionary Algorithms for the Satisfiability Problem
Using Coverage as a Model Building Constraint in Learning Classifier Systems
Adaptive Fitness Predictors in Coevolutionary Cartesian Genetic Programming
Bloat Control Operators and Diversity in Genetic Programming: A Comparative Study
Genetic Algorithms as Global Random Search Methods
Online Discovery of Search Objectives for Test-Based Problems
For Real! XCS with Continuous-Valued Inputs
A Generic Multi-dimensional Feature Extraction Method Using Multiobjective Genetic Programming
A Comparison Study of Self-Adaptation in Evolution Strategies and Real-Coded Genetic Algorithms
Properties of Gray and Binary Representations
Gaussian Process Surrogate Models for the CMA Evolution Strategy
Self-Adaptation of Mutation Operator and Probability for Permutation Representations in Genetic Algorithms
Personal Reflections on Some Early Work in Evolving Strategies in the Iterated Prisoner's Dilemma
Empirical Investigation of the Benefits of Partial Lamarckianism
Guiding Neuroevolution with Structural Objectives
Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture
Genetic Algorithms for Data-Driven Web Question Answering
Improving Model-Based Genetic Programming for Symbolic Regression of Small Expressions
Schemata Evolution and Building Blocks
Calculating the Expected Loss of Diversity of Selection Schemes
A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization
Evolving Spiking Networks with Variable Resistive Memories
Variable Length Representation in Evolutionary Electronics
Editorial for the Special Issue on Reproducibility
Hyperplane-Approximation-Based Method for Many-Objective Optimization Problems with Redundant Objectives
Balancing Accuracy and Parsimony in Genetic Programming
Test Problem Construction for Single-Objective Bilevel Optimization
Benchmarking Parameter-Free AMaLGaM on Functions With and Without Noise
A Large-Scale Experimental Evaluation of High-Performing Multi- and Many-Objective Evolutionary Algorithms
Linkage Identification by Fitness Difference Clustering
Uncrowded Hypervolume-Based Multiobjective Optimization with Gene-Pool Optimal Mixing
Black Box Optimization Benchmarking of the GLOBAL Method
Learning to Solve Planning Problems Efficiently by Means of Genetic Programming
Diagnostic Assessment of Search Controls and Failure Modes in Many-Objective Evolutionary Optimization
An Effective Evolutionary Hybrid for Solving the Permutation Flowshop Scheduling Problem
Optimum Oil Production Planning Using Infeasibility Driven Evolutionary Algorithm
Picbreeder: A Case Study in Collaborative Evolutionary Exploration of Design Space
Understanding the Biases of Generalised Recombination: Part II
Finding Mount Everest and Handling Voids
Achieving Highly Scalable Evolutionary Real-Valued Optimization by Exploiting Partial Evaluations
Editorial Introduction to the Special Issue: Evolutionary Computing in the Collaborative Research Centre on Computational Intelligence at Technische Universität (TU) Dortmund
Optimum Tracking with Evolution Strategies
Landscapes, Learning Costs, and Genetic Assimilation: Modeling the Evolution of Motivation
Strongly Typed Genetic Programming
Convergence Analysis of the Hessian Estimation Evolution Strategy
Towards Automation and Augmentation of the Design of Schedulers for Cellular Communications Networks
Integrating Iterative Crossover Capability in Orthogonal Neighborhoods for Scheduling Resource-Constrained Projects
Evolved Transistor Array Robot Controllers
Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)
Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites
ETEA: A Euclidean Minimum Spanning Tree-Based Evolutionary Algorithm for Multi-Objective Optimization
On Using Surrogates with Genetic Programming
Hyper-heuristic Evolution of Dispatching Rules: A Comparison of Rule Representations
Maximizing Drift Is Not Optimal for Solving OneMax
Understanding Innovation Engines: Automated Creativity and Improved Stochastic Optimization via Deep Learning
GASAT: A Genetic Local Search Algorithm for the Satisfiability Problem
Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python
Genetic Diversity as an Objective in Multi-Objective Evolutionary Algorithms
Automated Algorithm Selection on Continuous Black-Box Problems by Combining Exploratory Landscape Analysis and Machine Learning
Analysis of convergence of an evolutionary algorithm with self-adaptation using a stochastic Lyapunov function
Conference Review: Evolvable Hardware 2005
Fitness Function Distributions over Generalized Search Neighborhoods in the q -ary Hypercube
Automated Algorithm Selection: Survey and Perspectives
A Statistical Study of a Class of Cellular Evolutionary Algorithms
Comparing Robot Controller Optimization Methods on Evolvable Morphologies
A Derived Markov Process for Modeling Reaction Networks
Multiobjective Optimization Using Nondominated Sorting in Genetic Algorithms
An Analysis of Generalization in the XCS Classifier System
On the Effect of Response Transformations in Sequential Parameter Optimization
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolving Evolutionary Algorithms Using Linear Genetic Programming
EvoComposer: An Evolutionary Algorithm for 4-Voice Music Compositions
Empirical Investigation of Multiparent Recombination Operators in Evolution Strategies
On the Behaviour of Evolution Strategies Optimising Cigar Functions
Evolutionary Algorithms for Constrained Parameter Optimization Problems
Runtime Analysis of Restricted Tournament Selection for Bimodal Optimisation
DNA Computation: Theory, Practice, and Prospects
Fitness Landscapes, Memetic Algorithms, and Greedy Operators for Graph Bipartitioning
Scheduling of Water Distribution System Rehabilitation Using Structured Messy Genetic Algorithms
Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms
On Local Search for Bi-objective Knapsack Problems
Editorial Introduction Special Issue on Memetic Algorithms
Reducing the Number of Fitness Evaluations in Graph Genetic Programming Using a Canonical Graph Indexed Database
Active Vision and Receptive Field Development in Evolutionary Robots
Evolving Gaussian Mixture Models with Splitting and Merging Mutation Operators
A Study of Redundancy and Neutrality in Evolutionary Optimization
Search Dynamics on Multimodal Multiobjective Problems
Speeding Up Evolutionary Algorithms through Asymmetric Mutation Operators
Lower Bounds for Non-Elitist Evolutionary Algorithms via Negative Multiplicative Drift
Evolutionary Design of Classifiers Made of Droplets Containing a Nonlinear Chemical Medium
Extending XCS with Cyclic Graphs for Scalability on Complex Boolean Problems