Applications of Evolutionary Computation
A Local Search for Numerical Optimisation based on Covariance Matrix Diagonalisation
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python
Optimizing the Hyperparameters of a Mixed Integer Linear Programming Solver to Speed Up Electric Vehicle Charging Control
Automatic rule extraction from access rules using Genetic Programming
Search Trajectory Networks of Population-based Algorithms in Continuous Spaces
Evolving-controllers versus learning-controllers for morphologically evolvable robots
Simulation-driven multi-objective evolution for traffic light optimization
Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites
EvoDynamic: a framework for the evolution of generally represented dynamical systems and its application to criticality
A Decomposition-Based Evolutionary Algorithm with Adaptive Weight Vectors for Multi- and Many-objective Optimization
Differential Evolution Multi-Objective for Tertiary Protein Structure Prediction
Particle Swarm Optimization: A Wrapper-based Feature Selection Method for Ransomware Detection and Classification
A method for estimating the computational complexity of multimodal functions
Locating Odour Sources with Geometric Syntactic Genetic Programming
Designing cable-stayed bridges with Genetic Algorithms
A fast, scalable meta-heuristic for network slicing under traffic uncertainty
What is Your MOVE: Modeling Adversarial Network Environments
Using evolution to design modular robots: An empirical approach to select module designs
Iterated Granular Neighborhood Algorithm for the Taxi Sharing Problem
Applications of Bio-inspired techniques on Social Networks
Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases
Community Detection in Attributed Graphs with Differential Evolution
Applications of Deep Bioinspired Algorithms
Fake news detection using time series and user features classification
Social Learning vs Self-teaching in a Multi-agent Neural Network System
Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution
An Adversarial Optimization Approach for the Development of Robust Controllers
Soft Computing Applied to Games
Efficient Heuristic Policy Optimisation for a Challenging Strategic Card Game
Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models
Learning the Designer's Preferences to Drive Evolution
Testing hybrid computational intelligence algorithms for general game playing
Evolutionary Computation in Digital Healthcare and Personalized Medicine
Accelerated Design of HIFU Treatment Plans Using Island-based Evolutionary Strategy
Using Genetic Algorithms for the prediction of cognitive impairments
Short and Medium Term Blood Glucose Prediction using Multi-Objective Grammatical Evolution
Evolutionary Machine Learning
A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution
An Empirical Exploration of Deep Recurrent Connections Using Neuro-Evolution
Using Skill Rating as Fitness on the Evolution of GANs
A Local Search with a Surrogate Assisted Option for Instance Reduction
Evolutionary Latent Space Exploration of Generative Adversarial Networks
Neuro-Evolutionary Transfer Learning through Structural Adaptation
Ant-based Neural Topology Search (ANTS) for Optimizing Recurrent Networks
Parallel and Distributed Systems
A MIMD interpreter for Genetic Programming
Security Risk Optimization for Multi-Cloud Applications
Using evolutionary algorithms for server hardening via the moving target defense technique
An Event-based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms.