On Restricting Real-Valued Genotypes in Evolutionary Algorithms
Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions
Co-Optimising Robot Morphology and Controller in a Simulated Open-ended Environment
Multi-objective workforce allocation in construction projects
Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm based on Decomposition
Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design
A Multi-Objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems
Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat
Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites
Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection
Real Time Optimisation of Traffic Signals to Prioritise Public Transport
Adaptive Covariance Pattern Search
Evaluating the Success-History based Adaptive Differential Evolution in the Protein Structure Prediction problem
Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots
Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization
Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics plus Integer Linear Programming
Automated, Explainable Rule Extraction from MAP-Elites archives
EDM-DRL: Toward Stable Reinforcement Learning through Ensembled Directed Mutation
Continuous Ant-Based Neural Topology
Playing with Dynamic Systems
Battling Swarms in Virtual Reality
EvoCraft: A New Challenge for Open-Endedness
A Profile-Based 'GrEvolutionary' Hearthstone Agent
Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Bayesian Networks for Mood Prediction Using Unobtrusive Ecological Momentary Assessments
A Multi-Objective Multi-Type Facility Location Problem for the Delivery of Personalised Medicine
RDE-OP: A Region-Based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks
Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming
EDA-based optimization of blow-off valve positions for centrifugal compressor systems
3D-2D Registration using X-ray Simulation and CMA-ES
Lateralized Approach for Robustness AgainstAttacks in Emotion Categorization from Images
Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification
Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations
Evolutionary Planning in Latent Space
Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning
Effective Universal Unrestricted Adversarial Attacks using a MOE Approach
Improving Distributed Neuroevolution Using Island Extinction and Repopulation
An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution
Towards Feature-Based Performance Regression Using Trajectory Data
Demonstrating the Evolution of GANs through t-SNE
Optimising diversity in classifier ensembles of classification trees
WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets
Evolving Character-Level DenseNet Architectures using Genetic Programming
Transfer Learning for Automated Test Case Prioritization using XCSF
On the Effects of Absumption for XCS with Continuous-Valued Inputs
A NEAT Visualisation of Neuroevolution Trajectories
Evaluating Models with Dynamic Sampling Holdout
Event-driven multi-algorithm optimization: mixing Swarm and Evolutionary strategies
Tensor Genetic Programming Engine in TensorFlow
A novel evolutionary approach for IoT-based water contaminant detection
Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses
EA-based ASV Trajectory Planner for Pollution Detection in Lentic Waters.