yusuke1997/dblp-id-title huggingface dataset:
A comparison of rule compaction algorithms for michigan style learning classifier systems
Upper Bounds on the Time and Space Complexity of Optimizing Additively Separable Functions
Evaluation-Time Bias in Asynchronous Evolutionary Algorithms
Exploring the Frequency of Boundary Control Methods Activation in Metaheuristic Algorithms
Benchmarking and Analyzing Iterative Optimization Heuristics with IOHprofiler
An Integrated System For Phylogenetic Inference Using Evolutionary Algorithms
Natural evolution strategies converge on sphere functions
A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking
Instance-Label Based Multi-Label Active Learning by Evolutionary Multi-Objective Optimization
A differential evolution algorithm for optimizing signal compression and reconstruction transforms
On the Preferences of Quality Indicators for Multi-Objective Search Algorithms in Search-Based Software Engineering (Hot Off the Press track at GECCO 2023)
Entanglement Local Search-Assisted Quantum-Inspired Optimization for Portfolio Optimization in G20 Markets
Improving generalization of evolved programs through automatic simplification
New search operators for node-depth based encoding
Empirical evaluation of conditional operators in GP based fault localization
Fault-tolerance of distributed genetic algorithms on many-core processors
NetSynth: a framework for synthesizing customized network protocols using genetic programming
Transfer Learning for Embodied Neuroevolution
Confronting the challenge of learning a flexible neural controller for a diversity of morphologies
Why six informants is optimal in PSO
Designing fair flow fuzzy controller using genetic algorithm for computer networks
Analysis of the initialization stage of a Pittsburgh approach learning classifier system
Novel ensemble genetic programming hyper-heuristics for uncertain capacitated arc routing problem
On identifying global optima in cooperative coevolution
Spatial redistribution of irregularly-spaced pareto fronts for more intuitive navigation and solution selection
Optimizing a Car Patrolling Application by Iterated Local Search
Genetic network programming with changing structures for a novel stock selection model
The Effects of Randomly Sampled Training Data on Program Evolution
Desirable properties of performance indicators for assessing interactive evolutionary multiobjective optimization methods
Using supportive coevolution to evolve self-configuring crossover
An adaptive evolutionary algorithm based on typical chess problems for tuning a chess evaluation function
Constraint handling in efficient global optimization
Can you feel it?: evaluation of affective expression in music generated by MetaCompose
Fast Bi-Objective Feature Selection Using Entropy Measures and Bayesian Inference
Clustering based leaders' selection in multi-objective evolutionary algorithms
A real-time schedule method for aircraft landing scheduling problem based on cellular automaton
Dealing with inheritance in OO evolutionary testing
A Collaborative Strategy to Reduce Initial Setup Requirements of ParamILS using EvoCa
Case Studies on the Evolutionary Synthesis of Computational Circuits and Filters and Complete Fuzzy Systems
A framework for the emergence of intra-species mutual recognition patterns
A Hybrid Approach for Sleep Stages Classification
Constraint handling within MOEA/D through an additional scalarizing function
Self-adaptive mutation in the differential evolution
Ensemble learning for free with evolutionary algorithms?
To slide or not to slide? Moving along fitness levels and preserving the gene subsets diversity in modern evolutionary computation
Dynamic behavioral diversity
Mutative sigma-self-adaptation can beat cumulative step size adaptation when using weighted recombination
Function choice, resiliency and growth in genetic programming
Genetic Algorithm Selection of Interacting Features (GASIF) for Selecting Biological Gene-Gene Interactions
Refining scheduling policies with genetic algorithms
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, July 15-19, 2017
Cloud service and service selection algorithm research
Differential evolution (DE) for multi-objective feature selection in classification
A hybrid metaheuristic algorithm for flexible job-shop scheduling problems with transportation constraints
Leveraging indicator-based ensemble selection in evolutionary multiobjective optimization algorithms
Multi-criteria differential evolution: treating multitask optimization as multi-criteria optimization
Dynamic Constrained Multiobjective Algorithm Based on Feasible Region Prediction
Counterexample to the best-case running time of efficient non-dominated sorting algorithm
Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis
Development of an evaluation system for upper limb function using AR technology
Design of air pump system using bond graph and genetic programming method
Finding a diverse set of decision variables in evolutionary many-objective optimization
Probabilistic model with evolutionary optimization for cognitive diagnosis
Discovery of implicit relationships from data using linear programming and mixed integer linear programming
A comparison of evolutionary algorithms for system-level diagnosis
An improved MOEA/D utilizing variation angles for multi-objective optimization
A comprehensive and brief survey on interactive evolutionary computation in sound and music composition for algorithmic auditory and acoustic design with human-in-the-loop
Genetic algorithms to optimise the time to make stock market investment
A systematic comparison study on hyperparameter optimisation of graph neural networks for molecular property prediction
Genealogical distance as a diversity estimate in evolutionary algorithms
Identifying idealised vectors for emotion detection using CMA-ES
Cooperative based hyper-heuristic for many-objective optimization
Using Genetic Algorithms with Asexual Transposition
Suppression based immune mechanism to find arepresentative training set in data classification tasks
Stopping criteria, initialization, and implementations of BFGS and their effect on the BBOB test suite
Rotated test problems for assessing the performance of multi-objective optimization algorithms
Optimizing one million variable NK landscapes by hybridizing deterministic recombination and local search
A Genetic Hybrid For Critical Heat Flux Function Approximation
Visualizing swarm behavior with a particle density map
Introducing rule-based machine learning: capturing complexity
Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry
Learning building block structure from crossover failure
Tasks Scheduling with Load Balancing in Fog Computing: a Bi-level Multi-Objective Optimization Approach
Exploiting Diverse Distance Metrics for Surrogate-Based Optimisation of Ordering Problems: A Case Study
Planning Inspection Paths through Evolutionary Multi-objective Optimization
Collaborative evolutionary algorithms for combinatorial optimization
Clonal selection based fuzzy C-means algorithm for clustering
Evolutionary Sparse Coding and Graph Regularisation for Embedded Multi-label Feature Selection
Dual-grid model of MOEA/D for evolutionary constrained multiobjective optimization
Intelligent On-Line Energy Management System for Plug-in Hybrid Electric Vehicles based on Evolutionary Algorithm
Generating combinations on the GPU and its application to the k-subset sum
Biogeography-based optimization of neuro-fuzzy system parameters for diagnosis of cardiac disease
ExGA II: an improved exonic genetic algorithm for the multiple knapsack problem
Does Aligning Phenotypic and Genotypic Modularity Improve the Evolution of Neural Networks?
Evolving gaits for damage control in a hexapod robot
Towards large scale continuous EDA: a random matrix theory perspective
Improved Sampling of Decision Space for Pareto Estimation
A novel quantum-inspired pseudorandom proportional evolutionary algorithm for the multidimensional knapsack problem
Towards a novel NSGA-II-based approach for multi-objective scientific workflow scheduling on hybrid clouds
Self-adaptive simulated binary crossover for real-parameter optimization
An approach of satellite periodic continuous observation task scheduling based on evolutionary computation
Dense and Switched Modular Primitives for Bond Graph Model Design
Greedy Strategies to Improve Phased Genetic Programming When Applied Directly to the Traveling Salesman Problem
Evolution-Based Deliberative Planning for Cooperating Unmanned Ground Vehicles in a Dynamic Environment
Searching for Quality: Genetic Algorithms and Metamorphic Testing for Software Engineering ML
Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dynamic Discretization of Parameter Range
A Multiform Many-Objective Genetic Programming Method for Dynamic Flexible Job Shop Scheduling
Deadline-driven approach for multi-fidelity surrogate-assisted environmental model calibration: SWAN wind wave model case study
Look-ahead natural evolutionary strategies
On the evolution of neural networks for pairwise classification using gene expression programming
Statistical Analyses for Single-objective Stochastic Optimization Algorithms
Parasite Diversity in Symbiogenetic Multiset Genetic Algorithm: Optimization of Large Binary Problems
From fitness landscape to crossover operator choice
Hybrid genetic algorithm for dynamic multi-objective route planning with predicted traffic in a real-world road network
On the deleterious effects of a priori objectives on evolution and representation
Speeding up DSMGA-II on CUDA platform
Automatic mutation based test data generation
Evaluating surrogate models for multi-objective influence maximization in social networks
A multi-level search framework for asynchronous cooperation of multiple hyper-heuristics
A Feature-Free Approach to Automated Algorithm Selection
Multi-objective evolutionary algorithms for distributed tactical control of heterogeneous agents
Unexplained Fluctuations in Particle Swarm Optimisation Performance with Increasing Problem Dimensionality
Evolving black-box search algorithms employing genetic programming
Surrogate-Assisted NSGA-II Algorithm for Expensive Multiobjective Optimization
Ant Colony Optimization Beats Resampling on Noisy Functions
Genetic programming with genetic regulatory networks: genetic programming
Multi-objective genetic synthesis of software architecture
Breeding Algebraic Structures - An Evolutionary Approach To Inductive Equational Logic Programming
Two-point Crossover Operator in Genetic Algorithm for Deep Learning Compiler
Multi-stage, multi-objective process optimisation
A comparison of messy GA and permutation based GA for job shop scheduling
Controller Distillation Reduces Fragile Brain-Body Co-Adaptation and Enables Migrations in MAP-Elites
Genetic parameter tuning for reliable segmentation of colored visual tags
A review of adaptive population sizing schemes in genetic algorithms
Leveraging benchmarking data for informed one-shot dynamic algorithm selection
High dimensional search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III
Benchmarks for Digital Annealer with Quadratic Constrained Binary Optimization Problems
Multiobjective Optimization with a Quadratic Surrogate-assisted CMA-ES
Binary ant algorithm
Classifier systems with native fuzzy logic control operation
An improved restricted growth function genetic algorithm for the consensus clustering of retinal nerve fibre data
Depictions of genotypic space for evaluating the suitability of different recombination operators
Exploring the MLDA benchmark on the nevergrad platform
Genetic Algorithm Optimized Feature Transformation - A Comparison with Different Classifiers
Lorenz equilibrium: equitability in non-cooperative games
Genetic local search for multicast routing
The benefits of using multi-objectivization for mining pittsburgh partial classification rules in imbalanced and discrete data
Evolving music with emotional feedback
On the Investigation of Multimodal Evolutionary Algorithms Using Search Trajectory Networks
Creating regular expressions as mRNA motifs with GP to predict human exon splitting
Evolving PSO algorithm design in vector fields using geometric semantic GP
Evolutionary multiobjective combinatorial optimization
Adaptive strategies for a semantically driven tree optimizer to control code growth
Finding ground states of Sherrington-Kirkpatrick spin glasses with hierarchical boa and genetic algorithms
High-Dimensional Expensive Multiobjective Optimization Using a Surrogate-Assisted Multifactorial Evolutionary Algorithm
AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data
Explaining Automatically Designed Software Defined Perimeters with a Two Phase Evolutionary Computation System
Entropy measurement-based estimation model for bayesian optimization algorithm
Fourier Transform-based Surrogates for Permutation Problems
Adaptable representation in GP
Cooperative Crossover and Mutation Operators in Genetic Algorithms
An Application Service Provider Approach For Hybrid Evolutionary Algorithm-based Real-world Flexible Job Shop Scheduling Problem
Effective 2- and 3-Objective MOEA/D Approaches for the Chance Constrained Knapsack Problem
XCS: Is Covering All You Need?
A classification of dynamic multi-objective optimization problems
A multi-objective evolutionary approach to peptide structure redesign and stabilization
Improving greenhouse environmental control using crop-model-driven multi-objective optimization
A surrogate-assisted selection scheme for genetic algorithms employing multi-layer neural networks
Covariance Matrix Adaptation MAP-Annealing
Runtime analysis to compare best-improvement and first-improvement in memetic algorithms
Ecological modularity as a means to reduce necessary training environments in evolutionary robotics
A niching scheme for EDAs to reduce spurious dependencies
Augmented evolutionary intelligence: combining human and evolutionary design for water distribution network optimisation
A linkage-learning niching in estimation of distribution algorithm
The Effects of Locality on the Dynamics of Decoder-Based Evolutionary Search
Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo
Signal propagation in a gradient-based and evolutionary learning system
On evolving buffer overflow attacks using genetic programming
Clustering gene expression data via mining ensembles of classification rules evolved using moses
Multiobjective evolutionary algorithm for software project portfolio optimization
Energy-aware metaheuristic for virtual machine placement towards a green cloud computing
Using multiple generative adversarial networks to build better-connected levels for mega man
Functionally specialized CMA-ES: a modification of CMA-ES based on the specialization of the functions of covariance matrix adaptation and step size adaptation
There and back again: gene-processing hardware for the evolution and robotic deployment of robust navigation strategies
Automatic Design Synthesis and Optimization of Component-Based Systems by Evolutionary Algorithms
Combining programs to counter code disruption
GPU-based massively parallel quantum inspired genetic algorithm for detection of communities in complex networks
Generalization of the Heavy-Tailed Mutation in the (1+(λ, λ)) Genetic Algorithm
The cloud-based framework for ant colony optimization
Evolutionary reinforcement learning for sparse rewards
Automated parameter choice with exploratory landscape analysis and machine learning
An approach to solve winner determination in combinatorial reverse auctions using genetic algorithms
A series of failed and partially successful fitness functions for evolving spiking neural networks
Genetic programming for agricultural purposes
Fast Self-Learning of Turbulence Feedback Laws Using Gradient-Enriched Machine Learning Control
How Neutrality Shapes Evolution: Simplicity Bias and Search
Improving particle swarm optimization with differentially perturbed velocity
Pruning Neural Networks with Distribution Estimation Algorithms
Comparison of cauchy EDA and rosenbrock's algorithms on the BBOB noiseless testbed
Descriptive statistics of non-uniform interval symbolic data
Dynamic vessel-to-vessel routing using level-wise evolutionary optimization
Accelerated pattern search with variable solution size for simultaneous instance selection and generation
Efficient search techniques using adaptive discretization of design variables on real-coded evolutionary computations
Exploratory Landscape Analysis Based Parameter Control
An operation to promote diversity in evolutionary algorithms in a dynamic hybrid island model
A genetic programming problem definition language code generator for the epochX framework
Exploring opportunity spaces efficiently for fun and profit
Toward a universal operator encoding for genetic programming
Ant colony optimization algorithm for lifetime maximization in wireless sensor network with mobile sink
Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision
GECCO 2018 tutorial on evolutionary multiobjective optimization
Deriving knowledge from local optima networks for evolutionary optimization in inventory routing problem
Dynamic Quality-Diversity Search
How artificial ontogenies can retard evolution
Comparing Boundary Handling Techniques of CMA-ES on the bbob and sbox-cost Test Suites
Adaptive differential evolution with optimization state estimation
A Multi-objective Evolutionary Algorithm for Rule-based Performance Optimization at Software Architecture Level
On the use of surrogate models in engineering design optimization and exploration: the key issues
Multiplicative drift analysis
Aggregation Through Adaptive Random Walks in a Minimalist Robot Swarm
Multi-objectivity as a Tool for Constructing Hierarchical Complexity
Reinforcement learning based adaptive metaheuristics
CMA-ES for one-class constraint synthesis
Critical factors in the performance of novelty search
Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent
GeDEA-II: a simplex-crossover based multi objective evolutionary algorithm including the genetic diversity asobjective
Novelty-Based Evolutionary Design of Morphing Underwater Robots
On the Automatic Construction of Regular Expressions from Examples (GP vs. Humans 1-0)
Neuro-evolution for a gathering and collective construction task
On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy
Adaptive coordinate descent
Efficient configuration of optimization algorithms
Checkpoint oriented cell-cycle simulation: critical role for age distribution initialization
Fitness diversification in the service of fitness optimization: a comparison study
A tree-based GA representation for the portfolio optimization problem
Towards a quantum-inspired multi-gene linear genetic programming model
Learning regulation functions of metabolic systems by artificial neural networks
Improving an evolutionary wrapper for attack detection by including feature importance information
Discovering performance bounds for grid scheduling by using evolutionary multiobjective optimization
The SLO Hierarchy of pseudo-Boolean Functions and Runtime of Evolutionary Algorithms
Using 3-Objective Evolutionary Algorithms for the Dynamic Chance Constrained Knapsack Problem
Multi-Modal Employee Routing with Time Windows in an Urban Environment
Variable size population for dynamic optimization with genetic programming
Learning computer programs with the bayesian optimization algorithm
Evolving Herding Behaviour Diversity in Robot Swarms
Dynamic populations and length evolution: key factors for analyzing fault tolerance on parallel genetic programming
Evolving Quantum Circuits and Programs Through Genetic Programming
Ant Algorithm For Construction Of Evolutionary Tree
Generalized extremal optimization: an attractive alternative for test data generation
The impact of different tasks on evolved robot morphologies
Strong recombination, weak selection, and mutation
Summary of "the evolutionary origins of modularity"
A genetic algorithm approach to compute mixed strategy solutions for general Stackelberg games
Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part I
Multi-Task Multi-Behavior MAP-Elites
Constraint handling with modified hypervolume indicator for multi-objective optimization problems
Automated configuration of parallel machine dispatching rules by machine learning
Genetic algorithms and the abc music notation language for rock music composition
A splicing/decomposable encoding and its novel operators for genetic algorithms
Separating rule discovery and global solution composition in a learning classifier system
Evolutionary Computation meets Machine Learning for Combinatorial Optimisation
Using Ants to Attack a Classical Cipher
Using portfolio theory to diversify the dynamic allocation of web services in the cloud
Towards a method for automatically evolving bayesian network classifiers
GAMUT: A system for customer modeling based on evolutionary algorithms
An evolutionary algorithm to generate ellipsoid network intrusion detectors
A quantitative study of neutrality in GP boolean landscapes
Simulating a logistics enterprise using an asymmetrical wargame simulation with soar reinforcement learning and coevolutionary algorithms
Online meta-learning by parallel algorithm competition
A multi-objective meta-model assisted memetic algorithm with non gradient-based local search
Toward evolving dispatching rules for dynamic job shop scheduling under uncertainty
Benchmarking the local metamodel CMA-ES on the noiseless BBOB'2013 test bed
PSO-GPU: accelerating particle swarm optimization in CUDA-based graphics processing units
An approach for QoS-aware service composition based on genetic algorithms
Natural gradient evolution strategies for adaptive sampling
Markov Chain-based Optimization Time Analysis of Bivalent Ant Colony Optimization for Sorting and LeadingOnes
Dimension reduction in the search for online bin packing policies
Visual analytics of EA data
Visualization Of The Fitness Landscape, A Steady-state Genetic Search, And Schema Traces
Towards higher order fairness functionals for smooth path planning
Karush-Kuhn-Tucker Proximity Measure for Multi-Objective Optimization Based on Numerical Gradients
Rigorous analyses of simple diversity mechanisms
A Deep Dive into Robust Optimization Over Time: Problems, Algorithms, and Beyond
Well placement optimization under geological statistical uncertainty
Estimating the quality of initial populations in multi-objective evolutionary algorithms
Improving GA search reliability using maximal hyper-rectangle analysis
Less detectable environmental changes in dynamic multiobjective optimisation
A new approach to evaluate GP schema in context
MC/DC automatic test input data generation
Policy gradient assisted MAP-Elites
A Broad and Narrow Approach to Interactive Evolutionary Design ? An Aircraft Design Example
The Programming Game: Evaluating MCTS as an Alternative to GP for Symbolic Regression
Bee algorithms for solving DNA fragment assembly problem with noisy and noiseless data
Evolving mixed nash equilibria for bimatrix games
Evaluation of genetic improvement tools for improvement of non-functional properties of software
How to evolve a neuron
Blind no more: constant time non-random improving moves and exponentially powerful recombination
Parallel divide-and-evolve: experiments with OpenMP on a multicore machine
A scalable parallel genetic algorithm for x-ray spectroscopic analysis
Evolving board-game players with genetic programming
MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy
Optimization of an image set by genetic feature selection for real-time photomosaics
Towards improved dispatching rules for complex shop floor scenarios: a genetic programming approach