Evolutionary Optimisation
Maximum Likelihood Estimation based on Random Subspace EDA: Application to Extrasolar Planet Detection
Evolutionary Games Network Reconstruction by Memetic Algorithm with l1/2 Regularization
A Simple Brain Storm Optimization Algorithm via Visualizing Confidence Intervals
Simulated Annealing with a Time-slot Heuristic for Ready-mix Concrete Delivery
A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method
Using Parallel Strategies to Speed Up Pareto Local Search
Differential evolution based hyper-heuristic for the flexible job-shop scheduling problem with fuzzy processing time
ACO-iRBA: A Hybrid Approach to TSPN with Overlapping Neighborhoods
An Evolutionary Algorithm with A New Coding Scheme for Multi-objective Portfolio Optimization
Exact Approaches for the Travelling Thief Problem
On the Use of Dynamic Reference Points in HypE
Multi-Factorial Evolutionary Algorithm Based on M2M Decomposition
An Efficient Local Search Algorithm for Minimum Weighted Vertex Cover on Massive Graphs
Interactive Genetic Algorithm with Group Intelligence Articulated Possibilistic Condition Preference Model
GP-Based Approach to Comprehensive Quality-Aware Automated Semantic Web Service Composition
Matrix Factorization based Benchmark Set Analysis: A Case Study on HyFlex.-Learning to Describe Collective Search Behavior of Evolutionary Algorithms in Solution Space
Evolutionary Multiobjective Optimisation
A Hierarchical Decomposition-based Evolutionary Many-objective Algorithm
Adjusting Parallel Coordinates for Investigating Multi-Objective Search
An Elite Archive-based MOEA/D Algorithm
A constraint partitioning method based on minimax strategy for constrained multiobjective optimization problems
A Fast Objective Reduction Algorithm based on Dominance Structure for Many Objective Optimization
A memetic algorithm based on decomposition and extended search for Multi-Objective Capacitated Arc Routing Problem
Improvement of reference points for decomposition based multi-objective evolutionary algorithms
Multi-Objective Evolutionary Optimization for Autonomous Intersection Management
Study of an adaptive control of aggregate functions in MOEA/D
Use of Inverted Triangular Weight Vectors in Decomposition-Based Many-Objective Algorithms
Surrogate Model Assisted Multi-Objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level
Normalized Ranking Based Particle Swarm Optimizer for Many Objective Optimization
Evolutionary Machine Learning
A Study on Pre-Training Deep Neural Networks Using Particle Swarm Optimisation
Simple Linkage Identification Using Genetic Clustering
Learning of Sparse Fuzzy Cognitive Maps Using Evolutionary Algorithm with Lasso Initialization
A Bayesian Restarting Approach to Algorithm Selection
Evolutionary Learning based Iterated Local Search for Google Machine Reassignment Problems
Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression
Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling
Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning
Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-objective Optimization
Effective Policy Gradient Search for Reinforcement Learning through NEAT based Feature Extraction
Generalized Hybrid Evolutionary Algorithm Framework with a Mutation Operator Requiring no Adaptation
A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors
Theoretical Developments
Running-time Analysis of Particle Swarm Optimization with a Single Particle Based on Average Gain
Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey
Feature Selection and Dimensionality Reduction
New Representations in Genetic Programming for Feature Construction in k-means Clustering
Transductive Transfer Learning in Genetic Programming for Document Classification
Automatic Feature Construction for Network Intrusion Detection
A Feature Subset Evaluation Method based on Multi-objective Optimization
A Hybrid GA-GP Method for Feature Reduction in Classification
Kernel Construction and Feature Subset Selection in Support Vector Machines
KW-Race and Fast KW-Race: Racing-based Frameworks for Tuning Parameters of Evolutionary Algorithms on Black-box Optimization Problems
Dynamic and Uncertain Environments
A Probabilistic Learning Algorithm for the Shortest Path Problem
A first-order difference model-based evolutionary dynamic multiobjective optimization
A Construction Graph-based Evolutionary Algorithm For Traveling Salesman Problem
Real-world Applications
Bi-objective water cycle algorithm for solving remanufacturing rescheduling problem
A New Method for Constructing Ensemble Classifier in Privacy-Preserving Distributed Environment
Greedy based Pareto Local Search for Bi-objective Robust Airport Gate Assignment Problem
Multi-neighbourhood Great Deluge for Google Machine Reassignment Problem
Evolutionary Optimization of Airport Security Inspection Allocation
Evolving Directional Changes Trading Strategies with a New Event-based Indicator
Constrained Differential Evolution for Cost and Energy Efficiency Optimization in 5G Wireless Networks
Evolutionary Computation to Determine Product Builds in Open Pit Mining
An Evolutionary Vulnerability Detection Method for HFSWR Ship Tracking Algorithm
Genetic Programming for Lifetime Maximization in Wireless Sensor Networks with Mobile Sink
Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution
Parallel particle swarm optimization for community detection in large-scale networks
Multi-objective memetic algorithm based on three-dimentional request prediction for dynamic pickup-and-delivery problem with time windows
Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network
Large scale WSN deployment based on an improved cooperative coevolutionary PSO with global differential grouping
Adaptive Systems
Learning Fuzzy Cognitive Maps Using a Genetic Algorithm with Decision-making Trial and Evaluation
Dynamic and Adaptive Threshold for DNN Compression from Scratch
Cooperative Design of Two Level Fuzzy Logic Controllers for Medium Access Control in Wireless Body Area Networks
Statistical Analysis of Social Coding in GitHub Hypernetwork
Swarm Intelligence
Sparse Restricted Boltzmann Machine Based on Multiobjective Optimization
A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction
Multivariant optimization algorithm with bimodal-gauss
Enhanced Comprehensive Learning Particle Swarm Optimization with Exemplar Evolution
Recommending PSO variants using meta-learning framework for global optimization
Augmented Brain Storm Optimization with Mutation Strategies
A new precedence-based Ant Colony Optimization for permutation problems
A general swarm intelligence model for continuous function optimization
A Hybrid Particle Swarm Optimization for High-Dimensional Dynamic Optimization
Visualizing the Search Dynamics in a High-dimensional Space for a Particle Swarm Optimizer
Particle Swarm Optimization with Winning Score Assignment for Multi-objective Portfolio Optimization
Conservatism and Adventurism in Particle Swarm Optimization Algorithm
A competitive social spider optimization with learning strategy for PID controller optimization. .