yusuke1997/dblp-id-title huggingface dataset:
To Combine or not to Combine Graybox Crossover and Local Search?
User-Preference Based Evolutionary Algorithms for Solving Multi-Objective Nonlinear Minimum Cost Flow Problems
A methodology for designing emergent literary backstories on non-player characters using genetic algorithms
Fitness function for finding out robust solutions on time-varying functions
Intransitivity revisited coevolutionary dynamics of numbers games
Multi-Line Batch Scheduling by Similarity
Semantic-based local search in multiobjective genetic programming
The generalized minimum spanning tree problem: a parameterized complexity analysis of bi-level optimisation
Autonomous intersection driving with neuro-evolution
Semantic variation operators for multidimensional genetic programming
Towards Building Block Propagation in XCS: A Negative Result and Its Implications
Consultant-guided search: a new metaheuristic for combinatorial optimization problems
Generating feasible input sequences for extended finite state machines (EFSMs) using genetic algorithms
In hypercubo nigrae capsulae optimum
Automatic decomposition of mixed integer programs for lagrangian relaxation using a multiobjective approach
A GP-based hyper-heuristic framework for evolving 3-SAT heuristics
Limiting the velocity in particle swarm optimization using a geometric series
An implicitly parallel EDA based on restricted boltzmann machines
Finding the Trade-off between Robustness and Worst-case Quality
AbCD: A Component-wise Adjustable Framework for Dynamic Optimization Problems
A multi-chromosome approach to standard and embedded cartesian genetic programming
Search-based refactoring detection
On Evolutionary Optimization with Approximate Fitness Functions
Distributed Probabilistic Model-Building Genetic Algorithm
GOLEM: Flexible Evolutionary Design of Graph Representations of Physical and Digital Objects
Bayesian network structure learning using cooperative coevolution
The state problem for test generation in Simulink
Selection hyper-heuristics
Evolutionary continuous dynamic optimization
Growth of self-canceling code in evolutionary systems
Neuroevolution of an automobile crash warning system
Extrapolation-Directed Crossover for Job-shop Scheduling Problems: Complementary Combination with JOX
Conduit: a C++ library for best-effort high performance computing
An EDA based on local markov property and gibbs sampling
Explanation of Stagnation at Points that are not Local Optima in Particle Swarm Optimization by Potential Analysis
OneMax in Black-Box Models with Several Restrictions
Multi-step environment learning classifier systems applied to hyper-heuristics
An Enhanced Surrogate-Assisted Multi-Objective Differential Evolution Algorithm with Self-Adaptive Strategies for Order Planning in Hot Rolling Process: Surrogate-Assisted MODE with Self-Adaptive Strategies for OPHR Problem
Exact and approximate USCP with branch and bound
Computational approaches in cancer genomics
Intelligent bias of network structures in the hierarchical BOA
Search-based mutation testing for Simulink models
Application domain study of evolutionary algorithms in optimization problems
On composing an (evolutionary) algorithm portfolio
EXA-GP: Unifying Graph-Based Genetic Programming and Neuroevolution for Explainable Time Series Forecasting
Enabling Dominance Resistance in Visualisable Distance-Based Many-Objective Problems
Comparative mixing for DSMGA-II
Particle swarm optimization with average-fitness based selection
Understanding particle swarms through simplification: a study of recombinant PSO
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing
Positive Definite Nonparametric Regression using an Evolutionary Algorithm with Application to Covariance Function Estimation
Automated abstract planning with use of genetic algorithms
The creation and facilitation of speech and language therapy sessions for individuals with aphasia
Predicting soft robot's locomotion fitness
Non-dominated sorting differential evolution with improved directional convergence and spread for multiobjective optimization
On location independent representations and self-organization
Evolving Sensor Suites for Enemy Radar Detection
Controlling selection area of useful infeasible solutions and their archive for directed mating in evolutionary constrained multiobjective optimization
Utilising Quantum Hybrid Solver for Bi-objective Quadratic Assignment Problems
A parallel evolutionary algorithm for optimal pulse-width modulation technique in power systems
Option pricing model calibration using a real-valued quantum-inspired evolutionary algorithm
Study of Evolution in Genetic Algorithms by Eigen's Theory Including Crossover Operator
Limited evaluation cooperative co-evolutionary differential evolution for large-scale neuroevolution
Analysis of evolutionary multi-tasking as an island model
Socially inspired algorithms for the travelling thief problem
Evolutionary search for paths on protein energy landscapes
Parametrized Benchmarking: an outline of the idea and a feasibility study
Dynamical blueprints: exploiting levels of system-environment interaction
Re-purposing heterogeneous generative ensembles with evolutionary computation
Comparing ensemble learning approaches in genetic programming for classification with unbalanced data
Critical factors in the performance of hyperNEAT
Diversity preservation in minimal criterion coevolution through resource limitation
Biasing evolving generations in learning classifier systems using information theoretic measures
Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes
An Evolutionary Autonomous Agent with Visual Cortex and Recurrent Spiking Columnar Neural Network
Search methodologies in real-world software engineering
A new multimedia information data mining method
Development of a Genetic Algorithm for Optimization of Nanoalloys
Hunting search algorithm based design optimization of steel cellular beams
Stability selection using a genetic algorithm and logistic linear regression on healthcare records
Problem decomposition using indirect reciprocity in evolved populations
Non-linear factor model for asset selection using multi objective genetic programming
A Fast Evolution Strategies Based Approach To Image Registration
Monopolies can exist in unmanned airspace
A linear time natural evolution strategy for non-separable functions
Genetic and Evolutionary Computation Conference, GECCO 2016, Denver, CO, USA, July 20-24, 2016, Companion Material Proceedings
Capacitated School Bus Routing Problem with Time Windows, Heterogeneous Fleets and Travel Assistants
Adaptive Use of Innovization Principles for a Faster Convergence of Evolutionary Multi-Objective Optimization Algorithms
Denial of service detection and analysis using idiotypic networks paradigm
An evolutionary algorithm with a new operator and an adaptive strategy for large-scale portfolio problems
Maximising hypervolume and minimising ϵ-indicators using Bayesian optimisation over sets
Batch tournament selection for genetic programming: the quality of lexicase, the speed of tournament
High-dimensional multi-level image thresholding using self-organizing migrating algorithm
Unsupervised feature weighting with multi niche crowding genetic algorithms
Evaluation of the Effects of Noises by Experiments Using a Mobile Robot
Improved step size adaptation for the MO-CMA-ES
SWAF: Swarm Algorithm Framework for Numerical Optimization
Using evolutionary optimization to improve Markov-based classification with limited training data
Nearing Stroop Effect Replication via Neuroevolution
An analysis of the bias of variation operators of estimation of distribution programming
Selection schemes from evolutionary computing show promise for directed evolution of microbes
Rapid prototyping of evolution-driven biclustering methods in Julia
Specialization with NeuroEvolution in a collective behaviour task
Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm
Digital enzymes: agents of reaction inside robotic controllers for the foraging problem
Hybrid genetic algorithm for ridesharing with timing constraints: efficiency analysis with real-world data
Automated feature detection of black-box continuous search-landscapes using neural image recognition
Controlled Genetic Programming Search for Solving Deceptive Problems
A first step toward incremental evolution of convolutional neural networks
Controlling Hybrid Evolutionary Algorithms in Subset Selection for Multimodal Optimization
Dynamic compartmental models for algorithm analysis and population size estimation
Coarse-Graining in Genetic Algorithms: Some Issues and Examples
A Self-adaptive Coevolutionary Algorithm
Honey bee foraging algorithm for multimodal & dynamic optimization problems
Multi-core GE: automatic evolution of CPU based multi-core parallel programs
A biased random key genetic algorithm applied to the VRPTW with skill requirements and synchronization constraints
Elementary landscape decomposition of the quadratic assignment problem
Collaborative interactive evolution
Distance-based exponential probability models on constrained combinatorial optimization problems
Evolutionary swarm design of architectural idea models
Face recognition using immune network based on principal component analysis
Modeling UCS as a mixture of experts
LCS-based automatic configuration of approximate computing parameters for FPGA system designs
Genetic programming methods for reinforcement learning
Real-polarized genetic algorithm for the three-dimensional bin packing problem
Empirical investigations on parallel competent genetic algorithms
Evaluation of Alternative Penalty Function Implementations in a Watershed Management Design Problem
Evolving instances of unconstrained binary quadratic programming that challenge a tabu search heuristic
Fractional dynamic fitness functions for GA-based circuit design
Measurements for understanding the behavior of the genetic algorithm in dynamic environments: a case study using the Shaky Ladder Hyperplane-Defined Functions
A Parallelized Genitor II Implementation For Training Semiring Neural Networks
Dynamic optimization of migration topology in internet-based distributed genetic algorithms
Multi-optimization improves genetic programming generalization ability
Using an Immune System Model to Explore Mate Selection in Genetic Algorithms
Credit assignment in adaptive evolutionary algorithms
Particle swarm optimization algorithm based on dynamic memory strategy
Hardware-Accelerated Parallel Genetic Algorithm for Fitness Functions with Variable Execution Times
An optimization strategy for the complex large-scale stockpile blending problem
Boosting the convergence of a GA-based wrapper for feature selection problems on high-dimensional data
Usage of a genetic algorithm for optimizing stock usage
Supply chain management sales using XCSR
Hot off the Press: Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Many Objectives
The Role of the Substrate in CA-based Evolutionary Algorithms
Uncertainty quantification methods for evolutionary optimization under uncertainty
Q-Learning Ant Colony Optimization supported by Deep Learning for Target Set Selection
Metaheuristic Optimization for Transmission Network Expansion Planning: Testebed 2 of the Competition on Evolutionary Computation in the Energy Domain
Distributed Genetic Programming with Mobile Agents
A hyper-heuristic of scalarizing functions
Dynamic Depth for Better Generalization in Continued Fraction Regression
Aero engine health management system architecture design using multi-criteria optimization
Comparison of parallel surrogate-assisted optimization approaches
Divergent search for image classification behaviors
Error and Correlation as fitness functions for Scaled Symbolic Regression in Grammatical Evolution
Coevolutionary modeling of cyber attack patterns and mitigations using public datasets
Image sets for the training of image processing systems
CityBreeder: city design with evolutionary computation
Software engineering: an ideal set of challenges for evolutionary computation
Variation Encoded Large-Scale Swarm Optimizers for Path Planning of Unmanned Aerial Vehicle
Simulating the cultural evolution of literary genres
HIT-EE: a novel embodied evolutionary algorithm for low cost swarm robotics
A new modular genetic programming for finding attractive technical patterns in stock markets
A surrogate-assisted multi-objective evolutionary algorithm for shelter locating and evacuation planning
Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed
Alternative evolutionary algorithms for evolving programs: evolution strategies and steady state GP
EasyLocal++ a 25-year Perspective on Local Search Frameworks: The Evolution of a Tool for the Design of Local Search Algorithm
Improving the Locality Properties of Binary Representations
Progressively adding objectives: a case study in anomaly detection
Memetic algorithms with variable-depth search to overcome local optima
Evolutionary algorithm using surrogate assisted model for simultaneous design optimization benchmark problem of multiple car structures
An empirical investigation of how and why neutrality affects evolutionary search
Steady-state ALPS for real-valued problems
How to promote generalisation in evolutionary robotics: the ProGAb approach
Redefining the Behavior Space for Multi-Objective MAP-Elites
On funnel depths and acceptance criteria in stochastic local search
Abstention Reduces Errors - decision Abstaining N-version Genetic Programming
Morphological image enhancement procedure design by using genetic programming
Hybrid metaheuristic particle filters for stochastic volatility estimation
Multiobjective optimization for project portfolio selection
Benchmarking and analyzing iterative optimization heuristics with IOH profiler
Comparison-based complexity of multiobjective optimization
Evolving Wavelets Using a Coevolutionary Genetic Algorithm and Lifting
MAP-Elites for noisy domains by adaptive sampling
Evolving kernels for support vector machine classification
Landscape analysis of gaussian process surrogates for the covariance matrix adaptation evolution strategy
Evolutionary algorithms for automated drug design towards target molecule properties
Modeling wildfire using evolutionary cellular automata
Statistical analysis of optimization algorithms with R
GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA
Efficient priority optimization in complex distributed embedded systems through search space adaptation
Genetic Algorithms for Reformulation of Large-Scale KDD Problems with Many Irrelevant Attributes
Considerations of the nature of the relationship between generalization and interpretability in evolutionary fuzzy systems
Adapted Ant Colony Optimization for Large-Scale Orienteering Problem
Helping Computers Understand People
Metamodeling Techniques For Evolutionary Optimization of Computationally Expensive Problems: Promises and Limitations
Optimal multi-objective design of power system damping controller using synergy of bacterial forging and particle swarm optimization
Redesigning road infrastructure to integrate e-scooter micromobility as part of multimodal transportation
Speedup character-based matching in learning classifier systems with Xor
Synergy of Multiple Crossover Operators in Genetic Algorithm
Comparing hyper-heuristics with blackboard systems
Geometric Semantic Genetic Programming with Local Search
Relatedness measures to aid the transfer of building blocks among multiple tasks
Adaptive artificial datasets to discover the effects of domain features for classification tasks
Bug report summarization using multi-view multi-objective optimization framework
The multi-objective constrained assignment problem
Open-ended behavioral complexity for evolved virtual creatures
Runtime analysis of population-based evolutionary algorithms: introductory tutorial at GECCO 2020
Techniques to enhance a QUBO solver for permutation-based combinatorial optimization
Ring cellular encode-decode UMDA: simple is effective
An application of a multivariate estimation of distribution algorithm to cancer chemotherapy
On the relationship between environmental and morphological complexity in evolved robots
A Particle Swarm Model of Organizational Adaptation
Preference-inspired co-evolutionary algorithm using weights for many-objective optimization
Symbolic Regression Trees as Embedded Representations
Learning regression ensembles with genetic programming at scale
TMBL kernels for CUDA GPUs compile faster using PTX: computational intelligence on consumer games and graphics hardware
An analysis on effectiveness of estimated convergence points for enhancement of multi-objective optimization algorithms
Adaptive Donor Selection Mixing for Multi-objective Optimization: an Enhanced Variant of MO-GOMEA
Experimental Analyses of Crossover and Diversity on Jump
Pretraining Reduces Runtime in Denoising Autoencoder Genetic Programming by an Order of Magnitude
Emergent mating topologies in spatially structured genetic algorithms
Hot of the Press: Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation
A parallel framework for loopy belief propagation
The class imbalance problem in learning classifier systems: a preliminary study
GECCO 2013 tutorial: cartesian genetic programming
Designing and Modeling a Browser-Based DistributedEvolutionary Computation System
SEA: an evolutionary algorithm based on spherical inversions
Evaluation of population partitioning schemes in bayesian classifier EDAs: estimation of distribution algoithms
Efficient interleaved sampling of training data in genetic programming
Getting lost or getting trapped: on the effect of moves toincomparable points in multiobjective hillclimbing
Operational decomposition for large scale multi-objective optimization problems
Evolving recurrent neural networks for emergent communication
Adaptive Search-based Repair of Deep Neural Networks
Mutation strength control by meta-ES on the sharp ridge
Differential evolution for instance based transfer learning in genetic programming for symbolic regression
Online Feature Subset Selection in Streaming Features by Parallel Evolutionary Algorithms
Replicable Self-Documenting Experiments with Arbitrary Search Spaces and Algorithms
High performance evolutionary computation with tensor-based acceleration
PalmPrints: A Novel Co-evolutionary Algorithm for Clustering Finger Images
Evolutionary diversity optimization and the minimum spanning tree problem
Toward organogenesis of artificial creatures
CMA-TWEANN: efficient optimization of neural networks via self-adaptation and seamless augmentation
Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time
Image based reconstruction using hybrid optimization of simulated annealing and genetic algorithm
Multi-objective optimal distribution of materials in hybrid components
A comparative study of the EEG signals big optimization problem using evolutionary, swarm and memetic computation algorithms
A covariance matrix adaptation based evolutionary methodology for phase adjustment in financial time series forecasting
Morphologies of self-organizing swarms in 3D swarm chemistry
BBOB-benchmarking a simple estimation of distribution algorithm with cauchy distribution
A heuristic approach to feasibility verification for truck loading
Scalarization-based Exploratory Landscape Analysis for Multi-Objective Continuous Optimization Problems
DAMS: distributed adaptive metaheuristic selection
Evolvability Search: Directly Selecting for Evolvability in order to Study and Produce It
Empirical computation of the quasi-optimal number of informants in particle swarm optimization
Post-processing clustering to reduce XCS variability
A layered learning estimation of distribution algorithm
Evolving robust GP solutions for hedge fund stock selection in emerging markets
Asynchronous master/slave moeas and heterogeneous evaluation costs
Gene networks have a predictive long-term fitness
A safety checking algorithm with multi-swarm particle swarm optimization
Specifying Action Persistence within XCS
Learning-Based Neural Ant Colony Optimization
Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search
Convergence to global optima for genetic programming systems with dynamically scaled operators
Application of evolutionary methods to 3D geoscience modelling
On the effectiveness of genetic algorithms for the multidimensional knapsack problem
Weighted Optimization Framework for Large-scale Multi-objective Optimization
Visualization of Topic Distribution Based on Immune Network Model
Multi-Objective Policy Evolution for a Same-Day Delivery Problem with Soft Deadlines
Evolutionary Algorithms for Segment Optimization in Vectorial GP
A Fully-distributed Shape-aware Neural Controller for Modular Robots
Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization
Multimodal Adaptive Graph Evolution
Enhancing Classification Through Multi-view Synthesis in Multi-Population Ensemble Genetic Programming
Landscape Properties of the 0-1 Knapsack Problem
Comparing different metaheuristics for model selection in a supervised learning classifier system
Solving legends of the three kingdoms based on hierarchical macro strategy model
Distributed genetic algorithm for subtraction radiography
A Self-adaptive Rotationally Invariant Particle Swarm Optimization for Global Optimization
Multiobjectivization for classifier parameter tuning
Mirrored variants of the (1, 2)-CMA-ES compared on the noisy BBOB-2010 testbed
Metamodeling for multimodal selection functions in evolutionary multi-objective optimization
Learning to Acquire Autonomous Behavior: Cooperation by Humanoid Robots
CGrAnt: a swarm intelligence-based routing protocol for delay tolerant networks
Genetic Programming for Attribute Construction in Data Mining
Smart crossover operator with multiple parents for a Pittsburgh learning classifier system
Tuned data mining: a benchmark study on different tuners
Deep neuroevolution of recurrent and discrete world models
Reducing Antagonism between Behavioral Diversity and Fitness in Semantic Genetic Programming
Uncovering communities in multidimensional networks with multiobjective genetic algorithms
Evolved transforms surpass the FBI wavelet for improved fingerprint compression and reconstruction
A novel genetic algorithm based on partitioning for large-scale network design problems
SOMA-CL for competition on single objective bound constrained numerical optimization benchmark: a competition entry on single objective bound constrained numerical optimization at the genetic and evolutionary computation conference (GECCO) 2020
A new multi-objective evolutionary algorithm for solving high complex multi-objective problems
Performance of the DEMO Algorithm on the Bi-objective BBOB Test Suite
Bivariate estimation-of-distribution algorithms can find an exponential number of optima
Using structural bias to analyse the behaviour of modular CMA-ES
Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution
A Novelty Search-based Test Data Generator for Object-oriented Programs
CryptoBench: benchmarking evolutionary algorithms with cryptographic problems
Adapting mutation and recombination operators to range-aware relations in real-world application data
Neurogenetic programming framework for explainable reinforcement learning
Hybrid bayesian evolutionary optimization for hyperparameter tuning
Metaheuristic for parallel machines scheduling with resource-assignable sequence dependent setup times
Incremental gradient descent imputation method for missing data in learning classifier systems
Learning Synergies for Multi-Objective Optimization in Asymmetric Multiagent Systems
Hybrid multiobjective optimization genetic algorithms for graph drawing
Towards a more general many-objective evolutionary optimizer using multi-indicator density estimation
GECCO 2014 tutorial on evolutionary multiobjective optimization
A neuro-evolutionary approach to produce general hyper-heuristics for the dynamic variable ordering in hard binary constraint satisfaction problems