yusuke1997/dblp-id-title huggingface dataset:
Evolutionary many-objective optimization using preference on hyperplane
Inference Of Differential Equation Moels By Genetic Programming
Evolving human-competitive reusable 2D strip packing heuristics
Two adaptive mutation operators for optima tracking in dynamic optimization problems with evolution strategies
Evolution of Voronoi based fuzzy recurrent controllers
Gin: genetic improvement research made easy
Evolutionary submodular optimisation
Stabilized training of generative adversarial networks by a genetic algorithm
Fast 3D path planning based on heuristic-aided differential evolution
Stability, Entropy and Performance in PSO
Interoceptive robustness through environment-mediated morphological development
A comparison of semantic-based initialization methods for genetic programming
Analysis of Objectives Relationships in Multiobjective Problems Using Trade-Off Region Maps
Introducing the cumulation to the population based incremental learning and the compact GA to relax genetic drift
Applying genetic algorithms to data selection for SQL mutation analysis
Topologies, Migration Rates, and Multi-Population Parallel Genetic Algorithms
Integrating Neural Architecture Search and Rematerialization for Efficient On-Device Learning
Evolutionary Bilevel Optimization for Complex Control Tasks
Neuroevolution of mobile ad hoc networks
Three-fold Adaptivity in Groups of Robots: The Effect of Social Learning
Population size matters: rigorous runtime results for maximizing the hypervolume indicator
An evaluation of cellular population model for improving quantum-inspired evolutionary algorithm
Introducing vectorized cluster crossover in Grammatical Evolution
Adaptively choosing niching parameters in a PSO
Black-box optimization benchmarking: results for the BayEDAcG algorithm on the noiseless function testbed
Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks
Neighboring crossover to improve GA-based Q-learning method for multi-legged robot control
Gene-level adaptation in Balanced Non-Dominated Tournament Genetic Algorithm (aB-NTGA) applied to versatile Multi-Stage Weapon-Target Assignment Problem
Energy-efficient environment mapping via evolutionary algorithm optimized multi-agent localization
Towards solving neural networks with optimization trajectory search
Evaluating the XCS learning classifier system in competitive simultaneous learning environments
Modelling software quality with GP
A novel probabilistic encoding for EAs applied to biclustering of microarray data
Evolutionary design of pseudorandom sequence generators based on cellular automata and its applicability in current cryptosystems
Large Populations Are Not Always The Best Choice In Genetic Programming
Learning classifier systems
Multi-objective QUBO solver: bi-objective quadratic assignment problem
Evolutionary diversity optimization using multi-objective indicators
An adaptive neuroevolution-based hyperheuristic
Symbolic regression of multiple-time-scale dynamical systems
Fuzzy CMAC with automatic state partition for reinforcementlearning
Genetic crossover in the evolution of time-dependent neural networks
Decision of optimal scheduling scheme for gas field pipeline network based on hybrid genetic algorithm
An ant colony algorithm for multi-user detection in wireless communication systems
Evolutionary artificial immune system optimization
Solving discrete deceptive problems with EMMRS
Refined typed genetic programming as a user interface for genetic programming
Introduction to genetic programming
Fast Pareto Front Approximation for Cloud Instance Pool Optimization
Hyperheuristics Based on Parametrized Metaheuristic Schemes
Evolving quorum sensing in digital organisms
EvoPrunerPool: An Evolutionary Pruner using Pruner Pool for Compressing Convolutional Neural Networks
Empirical analysis of a genetic algorithm-based stress test technique
EA-based parameter tuning of multimodal optimization performance by means of different surrogate models
Ant Colony Optimization for Resource-Constrained Projet Scheduling
New topologies for genetic search space
Effects of Objective Space Normalization in Multi-Objective Evolutionary Algorithms on Real-World Problems
Analyzing the Runtime of the Gene-pool Optimal Mixing Evolutionary Algorithm (GOMEA) on the Concatenated Trap Function
Training fuzzy support vector machines by using boundary of rough set
Mobile robot global path planning using hybrid modified simulated annealing optimization algorithm
Neural network ensembles for time series forecasting
libCudaOptimize: an open source library of GPU-based metaheuristics
Partical Swarm Optimization Applied To The Atomic Cluster Optimization Problem
Learning the Ideal Evaluation Function
Single-objective and multi-objective formulations of solution selection for hypervolume maximization
Evolutionary-based learning of generalised policies for AI planning domains
Meta-optimizing semantic evolutionary search
How to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions
Discovering dependencies among mined association rules with population-based metaheuristics
A genetic algorithm approach to the selection of near-optimal subsets from large sets
Hybridizing surrogate techniques, rough sets and evolutionary algorithms to efficiently solve multi-objective optimization problems
Using domain knowledge in coevolution and reinforcement learning to simulate a logistics enterprise
Superior exploration-exploitation balance with quantum-inspired hadamard walks
An Empirical Study of Constrained Evolutionary Algorithms for Isomorphic Connected Graph Segmentation Problems
Visualizing the search process of particle swarm optimization
Progressive gradient walk for neural network fitness landscape analysis
Improving energy efficiency based on behavioral model in a swarm of cooperative foraging robots
RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning
Multiobjective sparse unmixing approach with noise removal
On the effect of function set to the generalisation of symbolic regression models
Benchmarking a weighted negative covariance matrix update on the BBOB-2010 noiseless testbed
Simulated annealing for improving software quality prediction
Multiple Imputation for Missing Data Using Genetic Programming
Improving k -means clustering with genetic programming for feature construction
A robust memetic algorithm with self-stopping capabilities
Vulnerability Analysis of Immunity-Based Intrusion Detection Systems Using Evolutionary Hackers
Non-Standard Crossover for a Standard Representation - Commonality-Based Feature Subset Selection
Fault tolerant control using Cartesian genetic programming
Genetic algorithms are suitable for driving microbial ecosystems in desirable directions
Ant colony optimisation and the traveling salesperson problem: hardness, features and parameter settings
Artificial ecosystems for creative discovery
Trustworthy AI for process automation on a Chylla-Haase polymerization reactor
Semantic learning machine improves the CNN-Based detection of prostate cancer in non-contrast-enhanced MRI
XCSF for prediction on emotion induced by image based on dimensional theory of emotion
Optimizing LLVM pass sequences with shackleton: a linear genetic programming framework
Benchmarking gradient-free optimizers for 3D performance capture in the nevergrad platform
ATLAS - A Co-evolutionary Framework for Automatic Tuning of Adversarial Neural Networks
A note on the CMA-ES for functions with periodic variables
Generating multi-objective bilevel optimization problems with multiple non-cooperative followers
Extended probe method for linkage discovery over high-cardinality alphabets
On the asymptotic convergence of differential evolution in continuous spaces: a control theoretic approach
Analyzing adaptive parameter landscapes in parameter adaptation methods for differential evolution
Recent Results from the Experimental Evaluation of the Learnable Evolution Model
Improving the performance of MO-RV-GOMEA on problems with many objectives using tchebycheff scalarizations
Exploiting landscape features for fitness prediction in university timetabling
A new hybrid evolutionary algorithm for dial-a-ride problems
Using graph neural networks as surrogate models in genetic programming
Order or not: does parallelization of model building in hBOA affect its scalability?
Solving the paintshop scheduling problem with memetic algorithms
Uncertainty in real-world steel stacking problems
A Novel Approach for Texture Defect Detection using Statistical Features and a Bio-Inspired Algorithm
A novel genetic clustering algorithm with variable-length chromosome representation
A two-phase framework with a bézier simplex-based interpolation method for computationally expensive multi-objective optimization
Scatter search for high-dimensional feature selection using feature grouping
Validation of a learning and evolving robot swarm
Using reinforcement learning and artificial evolution for the detection of group identities in complex adaptive artificial societies
POET: open-ended coevolution of environments and their optimized solutions
Many-objective optimization using differential evolution with variable-wise mutation restriction
Reconsidering constraint release for active-set evolution strategies
Guiding Quality Diversity on Monotone Submodular Functions: Customising the Feature Space by Adding Boolean Conjunctions
Benchmarking MO-CMA-ES and COMO-CMA-ES on the bi-objective bbob-biobj testbed
Improving the interpretability of classification rules discovered by an ant colony algorithm
Differential Evolution based on Local Grid Search for Multimodal Multiobjective Optimization with Local Pareto Fronts
Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms
Evolutionary optimization of flavors
Among-site rate variation: adaptation of genetic algorithm mutation rates at each single site
Precision, local search and unimodal functions
Multimodality and the linkage-learning difficulty of additively separable functions
Archive-based cooperative coevolutionary algorithms
Selecting evolutionary operators using reinforcement learning: initial explorations
Swarm intelligence in cybersecurity
Genetic local search for rule learning
Evolved response thresholds generalize across problem instances for a deterministic-response multiagent system
Using crossover based similarity measure to improve genetic programming generalization ability
An application of GA and EDA for passive in-building distributed antenna systems
Sequential experimentation by evolutionary algorithms
Comparison of similarity measures for the multi-objective vehicle routing problem with time windows
Multi-objective data stream clustering
Multi material topological optimization of structures and mechanisms
NEAT for large-scale reinforcement learning through evolutionary feature learning and policy gradient search
Search-based Crash Reproduction for Android Apps
Simulation optimisation: tutorial
Genetic programming, standardisation, and stochastic gradient descent revisited: initial findings on SRBench
Model-based evolutionary algorithms: GECCO 2017 tutorial
Optimising Ferroelectric Thin Films with Evolutionary Computation
Exact Schema Theorem and Effective Fitness for GP with One-Point Crossover
Collective behavior based hierarchical XCS
Using synthetic test suites to empirically compare search-based and greedy prioritizers
Latent variable crossover for k-tablet structures and its application to lens design problems
Scaling up a hybrid genetic linear programming algorithm for statistical disclosure control
A hybrid GA for a supply chain production planning problem
Regularized evolutionary population-based training
Full model selection in the space of data mining operators
Inheritance-based diversity measures for explicit convergence control in evolutionary algorithms
Adaptively Choosing Neighbourhood Bests Using Species in a Particle Swarm Optimizer for Multimodal Function Optimization
Runtime Analysis of Coevolutionary Algorithms on a Class of Symmetric Zero-Sum Games
Multi-objective framework for quantile forecasting in financial time series using transformers
Dissecting copy/delete/replace/swap mutations: insights from a GIN case study
Seeding methods for run transferable libraries
Hybridizing differential evolution and novelty search for multimodal optimization problems
Discrete real-world problems in a black-box optimization benchmark
ecr 2.0: a modular framework for evolutionary computation in R
Automated pattern identification and classification: anomaly detection case study
Action-selection and crossover strategies for self-modeling machines
A Minimal Bidding Application (with Slack Time) Solved by a Genetic Algorithm where Element Costs Are Time Dependent
Data based prediction of cancer diagnoses using heterogeneous model ensembles: a case study for breast cancer, melanoma, and cancer in the respiratory system
Backward time related association rule mining in trafficprediction using genetic network programming withdatabase rearrangement
To create neuro-controlled game opponent from UCT-created data
On The Design of Genetic Algorithms for Geographical Applications
Adversarial example generation via genetic algorithm: a preliminary result
Runtime analysis of binary PSO
Applying Genetic Algorithms To Finding The Optimal Gene Order In Displaying The Microarray Data
Discrete dynamical genetic programming in XCS
Parameter Adaptation within Co-adaptive Learning Classifier Systems
Computational aesthetic evaluation: automated fitness functions for evolutionary art, design, and music
ExaEvo: topological optimization and scalability of evolutionary algorithms
Using Interconnection Style Rules to Infer Software Architecture Relations
Particle swarm and population structure
Larger Offspring Populations Help the (1 + (λ, λlambda)) Genetic Algorithm to Overcome the Noise
Multi-task optimisation for multi-objective feature selection in classification
Is greed still good in multi-objective Bayesian optimisation?
Subfunction Structure Matters: A New Perspective on Local Optima Networks
Lessons learned in evolutionary computation: 11 steps to success
Active Learning in Multi-objective Evolutionary Algorithms for Sustainable Building Design
Generalized jump functions
Labeling-oriented non-dominated sorting is Θ( MN 3 )
Extending Pareto Dominance for Multi-Constraints Satisfaction and Multi-Performance Enhancement in Constrained Multi-Objective Optimization
"Optimal" mutation rates for genetic search
A physarum-inspired competition algorithm for solving discrete multi-objective optimization problems
Finding Effective Software Metrics to Classify Maintainability Using a Parallel Genetic Algorithm
A method for parameter calibration and relevance estimation in evolutionary algorithms
Improving Markov chain classification using string transformations and evolutionary search
Evolutionary Design of Behaviors for Action-Based Environment Modeling by a Mobile Robot
Applying both positive and negative selection to supervised learning for anomaly detection
Generative AI: why all the fuss?
Evolutionary multiobjective optimization
Scaling MAP-Elites to deep neuroevolution
A deep learning system that learns a discriminative model autonomously using difference images
Enhancing a QUBO solver via data driven multi-start and its application to vehicle routing problem
Approximate backbone based multilevel algorithm for next release problem
Exact computation of the expectation curves for uniform crossover
Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning
The menu planning problem: a multiobjective approach for Brazilian schools context
Performance evaluation of the MOEA/D algorithm for the solution of a microgrid planning problem
An Empirical Comparison of Genetically Evolved Programs and Evolved Neural Networks for Multi-agent Systems Operating under Dynamic Environments
Bi-objective optimal planning for emergency resource allocation in the maritime oil spill accident response phase under uncertainty
Overlapping Cooperative Co-Evolution for Overlapping Large-Scale Global Optimization Problems
Facilitating evolutionary innovation by developmental modularity and variability
A computationally efficient gravitational search algorithm
PSO for feature construction and binary classification
A simple evolutionary algorithm guided by local mutations for an efficient RNA design
Evolutionary computation plus dynamic programming for the bi-objective travelling thief problem
XCS-based versus UCS-based feature pattern classification system
Benefits and drawbacks for the use of epsilon-dominance in evolutionary multi-objective optimization
Search-Based Test Generation Targeting Non-Functional Quality Attributes of Android Apps
The Optimal Zone Breadth for Parallel and Distributed MOEA/D with Virtual Overlap Zone and Exclusively Evaluated Mating
An adaptive sparse large-scale multiobjective evolutionary algorithm
Critical interplay between density-dependent predation and evolution of the selfish herd
Strengths and weaknesses of FSA representation
Use of Preferences for GA-based Multi-objective Optimisation
A GA based approach for solving ring design telecommunication network
Parameter-Less Hierarchical BOA
Heterochrony and Adaptation in Developing Neural Networks
A study of mutational robustness as the product of evolutionary computation
Missing from the model: orders, drivers, tractors and trailers and non-linear loading
GECCO 2016 Tutorial on Evolutionary Multiobjective Optimization
Exponential natural evolution strategies
An Evolutionary Algorithm for Weighted Graph Coloring Problem
Evolutionary computation & games
Lateralized learning for robustness against adversarial attacks in a visual classification system
Cooperative micro-differential evolution for high-dimensional problems
Analysis of generalised tit-for-tat strategies in evolutionary spatial n-player prisoner dilemmas: mr
Feature construction in genetic programming hyper-heuristic for dynamic flexible job shop scheduling
Competitive simulated annealing and Tabu Search algorithms for the max-cut problem
The impact of network topology on self-organizing maps
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression Networks
Applying particle swarm optimization to software testing
A continuous variable neighbourhood search based on specialised eas: application to the noisy BBO-benchmark 2009 testbed
Evolutionary algorithm for multi-objective optimization and its application in unmanned flight vehicle trajectory control
Hybrid EDA-based optimal attitude control for a spacecraft in a class of control task
Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms
Achieving COSMOS: a metric for determining when to give up and when to reach for the stars
Evolutionary Modeling of Ordinary Differential Equations for Dynamic Systems
Evolving morphologies and controllers for soft-bodied multicellular animats using gene regulatory networks and artificial embryogenesis
Interaction-transformation evolutionary algorithm with coefficients optimization
Hybridization of NSGA-II with greedy re-assignment for variation tolerant logic mapping on nano-scale crossbar architectures
Using pair approximations to predict takeover dynamics in spatially structured populations
Genetic programming based automatic gait generation for quadruped robots
A case study of process facility optimization using discrete event simulation and genetic algorithm
Genetic Programming for the Reconstruction of Delay Differential Equations in Economics
Evolving controllably difficult datasets for clustering
Spatial Formal Immune Network
Population Implosion in Genetic Programming
Isolating the benefits of respect
Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators
Classification of human decision behavior: finding modular decision rules with genetic algorithms
Evolution strategies and related estimation of distribution algorithms
Can quantitative and population genetics help us understand evolutionary computation?
Hierarchical simulation for complex domains: air traffic flow management
An effective hybrid meta-heuristic for a heterogeneous flow shop scheduling problem
Case study of finite resource optimization in FPGA using genetic algorithm
Interpretable Non-linear Survival Analysis with Evolutionary Symbolic Regression
Robust indicator-based algorithm for interactive evolutionary multiple objective optimization
Convergence analysis of quantum-inspired genetic algorithms with the population of a single individual
On semi-supervised clustering via multiobjective optimization
Automated algorithm configuration and design
The evolution of kin inclusivity levels
Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution
Comparison of G3PCX and Rosenbrock's algorithms on the BBOB noiseless testbed
A novel multi-task genetic programming approach to uncertain capacitated Arc routing problem
Expressivity of parameterized and data-driven representations in quality diversity search
Running time analysis of the (1+1)-EA for onemax and leadingones under bit-wise noise
Search-Based Cost-Effective Test Case Selection within a Time Budget: An Empirical Study
Independent global constraints for web service composition based on GA and APN
Multiobjective optimization of technical market indicators
Evolutionary Techniques Applied to Hashing: An efficient data retrieval method
Computational intelligence techniques: a study of scleroderma skin disease
The use of development history in software refactoring using a multi-objective evolutionary algorithm
BeamGA Median: A Hybrid Heuristic Search Framework
Applying particle swarm optimization to the motion-cueing-algorithm tuning problem
Solving Problems with Unknown Solution Length at (Almost) No Extra Cost
Examining The Stroop Effect using A Develomental Spatial Neuroevolution System
Optimization of technical indicators in real time with multiobjective evolutionary algorithms
Populations can be Essential in Dynamic Optimisation
Why Use Elitism And Sharing In A Multi-objective Genetic Algorithm?
Evolving common LISP programs in a linear-genotype evolutionary computation system
Completely hide sensitive association rules using EMO by deleting transactions
Efficiently evolving programs through the search for novelty
Noise-aware evolutionary TDMA optimization for neuronal signaling in medical sensor-actuator networks
Optimization of a Hydrodynamic Computational Reservoir through Evolution
Search-based model merging
When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks?
Multimodal genetic programming using program similarity measurement and its application to wall-following problem
Evolving generalizable multigrid-based helmholtz preconditioners with grammar-guided genetic programming
An effective genetic algorithm for improving wireless sensor network lifetime
Component evolution for large scale air traffic optimization
Desire-Driven Selection: An Epigenetic Experiment in Genetic Programming
Assignment Copy Detection Using Neuro-genetic Hybrids
Finding critical backbone structures with genetic algorithms
Estimation of distribution algorithm using factor graph and Markov blanket canonical factorization
Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm
Multi-Objective Evolution for Chemical Product Design
Grow and Graft a Better CUDA pknotsRG for RNA Pseudoknot Free Energy Calculation
Framework to select an improved radiographic image using Speed-constrained modified particle swarm optimization
Incorporating emissions models within a multi-objectivevehicle routing problem
Expressive genetic programming
Using multi-objective metaheuristics to solve the software project scheduling problem
Refined upper bounds on the expected runtime of non-elitist populations from fitness-levels
Evolving Visual Counterfactual Medical Imagery Explanations with Cooperative Co-evolution using Dynamic Decomposition
Interactive parameter tuning of bi-objective optimisation algorithms using the empirical attainment function
Evolving Diverse Collective Behaviors Independent of Swarm Density