MFeature: Towards High Performance Evolutionary Tools for Feature Selection

Hunger Games Search: Visions, Conception, Implementation, Deep Analysis, Perspectives, and Towards Performance Shifts

(2021) Yutao Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS

RUN Beyond the Metaphor: An Efficient Optimization Algorithm Based on Runge Kutta Method

(2021) Iman Ahmadianfar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Dealing with multi-modality using synthesis of Moth-flame optimizer with sine cosine mechanisms

(2021) Chengcheng Chen et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

A Quantum-behaved Simulated Annealing Enhanced Moth-flame Optimization Method

(2020) Caiyang Yu et al.   APPLIED MATHEMATICAL MODELLING

Orthogonal Nelder-Mead moth flame method for parameters identification of photovoltaic modules

(2020) Hongliang Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Boosted binary Harris hawks optimizer and feature selection

(2020) Yanan Zhang et al.   ENGINEERING WITH COMPUTERS

Deep belief network and linear perceptron based cognitive computing for collaborative robots

(2020) Zhihan Lv et al.   APPLIED SOFT COMPUTING

New results on stabilization analysis for fuzzy semi-Markov jump chaotic systems with state quantized sampled-data controller

(2020) Tao Wu et al.   INFORMATION SCIENCES

Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations

(2020) Daniel Molina et al.   Cognitive Computation

Nature inspired optimization algorithms or simply variations of metaheuristics?

(2020) Alexandros Tzanetos et al.   ARTIFICIAL INTELLIGENCE REVIEW

Ant Colony Optimization with Horizontal and Vertical Crossover Search: Fundamental Visions for Multi-threshold Image Segmentation

(2020) Dong Zhao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Slime mould algorithm: A new method for stochastic optimization

(2020) Shimin Li et al.   Future Generation Computer Systems-The International Journal of eScience

Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies

(2020) Hao Chen et al.   Future Generation Computer Systems-The International Journal of eScience

Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns

(2020) Shiming Song et al.   KNOWLEDGE-BASED SYSTEMS

Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy

(2020) Dong Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Towards Augmented Kernel Extreme Learning Models for Bankruptcy Prediction: Algorithmic Behavior and Comprehensive Analysis

(2020) Yanan Zhang et al.   NEUROCOMPUTING

Solving Fuzzy Job-Shop Scheduling Problem Using DE Algorithm Improved by a Selection Mechanism

(2020) Da Gao et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance

(2020) Jiaze Tu et al.   KNOWLEDGE-BASED SYSTEMS

Multi-population following behavior-driven fruit fly optimization: A Markov chain convergence proof and comprehensive analysis

(2020) Xinyu Wang et al.   KNOWLEDGE-BASED SYSTEMS

An image encryption approach on the basis of a time delay chaotic system

(2020) B. Wang et al.   OPTIK

Ensemble mutation-driven salp swarm algorithm with restart mechanism: Framework and fundamental analysis

(2020) Hongliang Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection

(2020) Jiao Hu et al.   KNOWLEDGE-BASED SYSTEMS

Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis

(2020) Weifeng Shan et al.   KNOWLEDGE-BASED SYSTEMS

Hybrid Particle Swarm Optimization with Spiral-Shaped Mechanism for Feature Selection

(2019) Ke Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

A balanced whale optimization algorithm for constrained engineering design problems

(2019) Huiling Chen et al.   APPLIED MATHEMATICAL MODELLING

A new fruit fly optimization algorithm enhanced support vector machine for diagnosis of breast cancer based on high-level features

(2019) Hui Huang et al.   BMC BIOINFORMATICS

Multi-strategy boosted mutative whale-inspired optimization approaches

(2019) Jie Luo et al.   APPLIED MATHEMATICAL MODELLING

Chaos-enhanced synchronized bat optimizer

(2019) Helong Yu et al.   APPLIED MATHEMATICAL MODELLING

An efficient chaotic mutative moth-flame-inspired optimizer for global optimization tasks

(2019) Yueting Xu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Harris hawks optimization: Algorithm and applications

(2019) Ali Asghar Heidari et al.   Future Generation Computer Systems-The International Journal of eScience

Non-fragile memory filtering of T-S fuzzy delayed neural networks based on switched fuzzy sampled-data control

(2019) Kaibo Shi et al.   FUZZY SETS AND SYSTEMS

Enhanced Moth-flame optimizer with mutation strategy for global optimization

(2019) Yueting Xu et al.   INFORMATION SCIENCES

Opposition-based moth-flame optimization improved by differential evolution for feature selection

(2019) Mohamed Abd Elaziz et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Feature selection for classification of microarray gene expression cancers using Bacterial Colony Optimization with multi-dimensional population

(2019) Hong Wang et al.   Swarm and Evolutionary Computation

Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis

(2019) Mingjing Wang et al.   APPLIED SOFT COMPUTING

New Stabilization Results for Semi-Markov Chaotic Systems with Fuzzy Sampled-Data Control

(2019) Tao Wu et al.   COMPLEXITY

Particle Swarm Optimization Algorithm with Mutation Operator for Particle Filter Noise Reduction in Mechanical Fault diagnosis

(2019) Hanxin Chen et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

A multi-strategy enhanced sine cosine algorithm for global optimization and constrained practical engineering problems

(2019) Huiling Chen et al.   APPLIED MATHEMATICS AND COMPUTATION

Gaussian mutational chaotic fruit fly-built optimization and feature selection

(2019) Xiang Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons

(2019) Shuangming Yang et al.   IEEE Transactions on Neural Networks and Learning Systems

A group incremental feature selection for classification using rough set theory based genetic algorithm

(2018) Asit K. Das et al.   APPLIED SOFT COMPUTING

Information gain directed genetic algorithm wrapper feature selection for credit rating

(2018) Swati Jadhav et al.   APPLIED SOFT COMPUTING

Correlation feature selection based improved-Binary Particle Swarm Optimization for gene selection and cancer classification

(2018) Indu Jain et al.   APPLIED SOFT COMPUTING

Developing a new intelligent system for the diagnosis of tuberculous pleural effusion

(2018) Chengye Li et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Two stage forecast engine with feature selection technique and improved meta-heuristic algorithm for electricity load forecasting

(2018) Noradin Ghadimi et al.   ENERGY

An improved NSGA-III algorithm with adaptive mutation operator for Big Data optimization problems

(2018) Jiao-Hong Yi et al.   Future Generation Computer Systems-The International Journal of eScience

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

(2018) Hossam Faris et al.   KNOWLEDGE-BASED SYSTEMS

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

(2018) Majdi Mafarja et al.   KNOWLEDGE-BASED SYSTEMS

Fault diagnosis of gearbox based on RBF-PF and particle swarm optimization wavelet neural network

(2018) Liu Yang et al.   NEURAL COMPUTING & APPLICATIONS

An improved grasshopper optimization algorithm with application to financial stress prediction

(2018) Jie Luo et al.   APPLIED MATHEMATICAL MODELLING

Asynchronous accelerating multi-leader salp chains for feature selection

(2018) Ibrahim Aljarah et al.   APPLIED SOFT COMPUTING

Reliable asynchronous sampled-data filtering of T–S fuzzy uncertain delayed neural networks with stochastic switched topologies

(2018) Kaibo Shi et al.   FUZZY SETS AND SYSTEMS

Efficient feature selection method using real-valued grasshopper optimization algorithm

(2018) Arezoo Zakeri et al.   EXPERT SYSTEMS WITH APPLICATIONS

Nonfragile asynchronous control for uncertain chaotic Lurie network systems with Bernoulli stochastic process

(2017) Kaibo Shi et al.   INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

Non-fragile sampled-data robust synchronization of uncertain delayed chaotic Lurie systems with randomly occurring controller gain fluctuation

(2017) Kaibo Shi et al.   ISA TRANSACTIONS

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

Toward an optimal kernel extreme learning machine using a chaotic moth-flame optimization strategy with applications in medical diagnoses

(2017) Mingjing Wang et al.   NEUROCOMPUTING

Improving Metaheuristic Algorithms With Information Feedback Models

(2017) Gai-Ge Wang et al.   IEEE Transactions on Cybernetics

Evolving support vector machines using fruit fly optimization for medical data classification

(2016) Liming Shen et al.   KNOWLEDGE-BASED SYSTEMS

Binary ant lion approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

A novel differential search algorithm and applications for structure design

(2015) Jianjun Liu et al.   APPLIED MATHEMATICS AND COMPUTATION

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

(2015) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Monarch butterfly optimization

(2015) Gai-Ge Wang et al.   NEURAL COMPUTING & APPLICATIONS

Feature selection based on improved ant colony optimization for online detection of foreign fiber in cotton

(2014) Xuehua Zhao et al.   APPLIED SOFT COMPUTING

Chaotic Krill Herd algorithm

(2014) Gai-Ge Wang et al.   INFORMATION SCIENCES

A fast approach for detection of erythemato-squamous diseases based on extreme learning machine with maximum relevance minimum redundancy feature selection

(2013) Tong Liu et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Adaptive computational chemotaxis based on field in bacterial foraging optimization

(2013) Xin Xu et al.   SOFT COMPUTING

Simulated annealing based artificial bee colony algorithm for global numerical optimization

(2012) Shi-Ming Chen et al.   APPLIED MATHEMATICS AND COMPUTATION

S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization

(2012) Seyedali Mirjalili et al.   Swarm and Evolutionary Computation

mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification

(2010) Alper Unler et al.   INFORMATION SCIENCES

JADE: Adaptive Differential Evolution With Optional External Archive

(2009) Jingqiao Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

KEEL: a software tool to assess evolutionary algorithms for data mining problems

(2008) J. Alcalá-Fdez et al.   SOFT COMPUTING