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Evolutionary Algorithms

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TitleStatusHype
Multi-Objective Optimisation of Damper Placement for Improved Seismic Response in Dynamically Similar Adjacent Buildings—0
Projection pursuit based on Gaussian mixtures and evolutionary algorithms—0
Multi-Objective Evolutionary Algorithms platform with support for flexible hybridization tools—0
Network of Evolvable Neural Units: Evolving to Learn at a Synaptic Level—0
Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning—0
Anchoring Theory in Sequential Stackelberg Games—0
Information-geometric optimization with natural selectionCode0
The surprising little effectiveness of cooperative algorithms in parallel problem solving—0
Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach—0
Sharp Bounds for Genetic Drift in Estimation of Distribution Algorithms—0
Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine—0
Efficient Computation of Probabilistic Dominance in Robust Multi-Objective Optimization—0
AREA: Adaptive Reference-set Based Evolutionary Algorithm for Multiobjective Optimisation—0
Multi-objective Evolutionary Algorithms are Still Good: Maximizing Monotone Approximately Submodular Minus Modular Functions—0
Classification of Resting-State fMRI using Evolutionary Algorithms: Towards a Brain Imaging Biomarker for Parkinson's Disease—0
Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (GANs)—0
A Hybrid Cooperative Co-evolution Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters—0
On the Use of Diversity Mechanisms in Dynamic Constrained Continuous Optimization—0
Evo-NAS: Evolutionary-Neural Hybrid Agent for Architecture Search—0
Utilizing Dependence among Variables in Evolutionary Algorithms for Mixed-Integer Programming: A Case Study on Multi-Objective Constrained Portfolio Optimization—0
Long-Term Progress and Behavior Complexification in Competitive Co-Evolution—0
Covariance Matrix Adaptation Greedy Search Applied to Water Distribution System OptimizationCode0
Error Analysis of Elitist Randomized Search Heuristics—0
Heuristic design of fuzzy inference systems: A review of three decades of research—0
Runtime Analysis of Fitness-Proportionate Selection on Linear Functions—0
Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics—0
The Runtime of the Compact Genetic Algorithm on Jump Functions—0
Multi-Objective Evolutionary Framework for Non-linear System Identification: A Comprehensive Investigation—0
Evolutionary Computation, Optimization and Learning Algorithms for Data Science—0
Benchmarking Surrogate-Assisted Genetic Recommender Systems—0
Graph based adaptive evolutionary algorithm for continuous optimization—0
Competitive Coevolution as an Adversarial Approach to Dynamic Optimization—0
Exponential Slowdown for Larger Populations: The (μ+1)-EA on Monotone Functions—0
On the Limitations of the Univariate Marginal Distribution Algorithm to Deception and Where Bivariate EDAs might help—0
On the Robustness of Median Sampling in Noisy Evolutionary Optimization—0
SOM-Guided Evolutionary Search for Solving MinMax Multiple-TSP—0
Evolutionary Algorithms and Efficient Data Analytics for Image Processing—0
Surrogate Models for Enhancing the Efficiency of Neuroevolution in Reinforcement Learning—0
Evolvability ES: Scalable and Direct Optimization of EvolvabilityCode0
An Evolutionary Algorithm of Linear complexity: Application to Training of Deep Neural Networks—0
Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks—0
Evolutionary techniques in lattice sieving algorithms—0
Procedural Content Generation through Quality DiversityCode1
Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation—0
Advanced Cauchy Mutation for Differential Evolution in Numerical Optimization—0
Soft computing methods for multiobjective location of garbage accumulation points in smart cities—0
Sample-Efficient Neural Architecture Search by Learning Action Space—0
Running Time Analysis of the (1+1)-EA for Robust Linear Optimization—0
Decentralised Multi-Demic Evolutionary Approach to the Dynamic Multi-Agent Travelling Salesman Problem—0
New Approach for Solving The Clustered Shortest-Path Tree Problem Based on Reducing The Search Space of Evolutionary Algorithm—0
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