IGJO: An Improved Golden Jackel Optimization Algorithm Using Local Escaping Operator for Feature Selection Problems

Optimal vehicle-to-grid and grid-to-vehicle scheduling strategy with uncertainty management using improved marine predator algorithm

(2022) Sowmya R et al.   COMPUTERS & ELECTRICAL ENGINEERING

A novel nonlinear time-varying sigmoid transfer function in binary whale optimization algorithm for descriptors selection in drug classification

(2022) Norfadzlia Mohd Yusof et al.   MOLECULAR DIVERSITY

Improved binary gaining–sharing knowledge-based algorithm with mutation for fault section location in distribution networks

(2022) Guojiang Xiong et al.   Journal of Computational Design and Engineering

Improved swarm intelligence algorithms with time-varying modified Sigmoid transfer function for Amphetamine-type stimulants drug classification

(2022) Norfadzlia Mohd Yusof et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Golden jackal optimization: A novel nature-inspired optimizer for engineering applications

(2022) Nitish Chopra et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forgetting velocity based improved comprehensive learning particle swarm optimization for non-convex economic dispatch problems with valve-point effects and multi-fuel options

(2022) Shengping Xu et al.   ENERGY

Opposition-mutual learning differential evolution with hybrid mutation strategy for large-scale economic load dispatch problems with valve-point effects and multi-fuel options

(2022) Tianping Liu et al.   INFORMATION SCIENCES

HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing

(2022) Yang Chen et al.   IEEE Transactions on Network and Service Management

Enhanced chaotic JAYA algorithm for parameter estimation of photovoltaic cell/modules

(2021) M. Premkumar et al.   ISA TRANSACTIONS

The Arithmetic Optimization Algorithm

(2021) Laith Abualigah et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data

(2021) Fatima Amjad et al.   SENSORS

Machine-learning models for activity class prediction: A comparative study of feature selection and classification algorithms

(2021) Joana Chong et al.   GAIT & POSTURE

AIEOU: Automata-based improved equilibrium optimizer with U-shaped transfer function for feature selection

(2021) Shameem Ahmed et al.   KNOWLEDGE-BASED SYSTEMS

MOMPA: Multi-objective marine predator algorithm for solving multi-objective optimization problems

(2021) Pradeep Jangir et al.   Evolutionary Intelligence

Orthogonal learning-based Gray Wolf Optimizer for identifying the uncertain parameters of various photovoltaic models

(2021) Felix Joseph Xavier et al.   OPTIK

B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets

(2021) Mohammad H. Nadimi-Shahraki et al.   Computers

An efficient multi-thresholding based COVID-19 CT images segmentation approach using an improved equilibrium optimizer

(2021) Essam H. Houssein et al.   Biomedical Signal Processing and Control

A novel wrapper feature selection algorithm based on iterated greedy metaheuristic for sentiment classification

(2020) Osman Gokalp et al.   EXPERT SYSTEMS WITH APPLICATIONS

A new metaphor-less algorithms for the photovoltaic cell parameter estimation

(2020) M. Premkumar et al.   OPTIK

A New Stochastic Slime Mould Optimization Algorithm for the Estimation of Solar Photovoltaic Cell Parameters

(2020) C. Kumar et al.   OPTIK

Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification

(2020) Nawel Zemmal et al.   Cognitive Computation

A test-suite of non-convex constrained optimization problems from the real-world and some baseline results

(2020) Abhishek Kumar et al.   Swarm and Evolutionary Computation

A novel salp swarm assisted hybrid maximum power point tracking algorithm for the solar photovoltaic power generation systems

(2020) M. Premkumar et al.   Automatika

Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems

(2020) Essam H. Houssein et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A novel quantum grasshopper optimization algorithm for feature selection

(2020) Dong Wang et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study

(2020) Jingwei Too et al.   KNOWLEDGE-BASED SYSTEMS

An Improved Whale Optimization Algorithm for the Traveling Salesman Problem

(2020) Jin Zhang et al.   Symmetry-Basel

An improved grey wolf optimizer for solving engineering problems

(2020) Mohammad H. Nadimi-Shahraki 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

Swarm Intelligence and cyber-physical systems: Concepts, challenges and future trends

(2020) Melanie Schranz et al.   Swarm and Evolutionary Computation

A Jaya algorithm based wrapper method for optimal feature selection in supervised classification

(2020) Himansu Das et al.   Journal of King Saud University-Computer and Information Sciences

Classification of Sonar Targets Using an MLP Neural Network Trained by Dragonfly Algorithm

(2019) Mohammad Khishe et al.   WIRELESS PERSONAL COMMUNICATIONS

CCSA: Conscious Neighborhood-based Crow Search Algorithm for Solving Global Optimization Problems

(2019) Hoda Zamani et al.   APPLIED SOFT COMPUTING

A review of feature selection methods in medical applications

(2019) Beatriz Remeseiro et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Improved whale trainer for sonar datasets classification using neural network

(2019) M. Khishe et al.   APPLIED ACOUSTICS

Manta ray foraging optimization: An effective bio-inspired optimizer for engineering applications

(2019) Weiguo Zhao et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Survey of Optimization Methods From a Machine Learning Perspective

(2019) Shiliang Sun et al.   IEEE Transactions on Cybernetics

Stability of feature selection algorithm: A review

(2019) Utkarsh Mahadeo Khaire et al.   Journal of King Saud University-Computer and Information Sciences

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

Differential evolution for filter feature selection based on information theory and feature ranking

(2018) Emrah Hancer et al.   KNOWLEDGE-BASED SYSTEMS

Efficient kNN Classification With Different Numbers of Nearest Neighbors

(2018) Shichao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Novel mutation strategy for enhancing SHADE and LSHADE algorithms for global numerical optimization

(2018) Ali W. Mohamed et al.   Swarm and Evolutionary Computation

Clinical decision support system query optimizer using hybrid Firefly and controlled Genetic Algorithm

(2018) M. Sharma et al.   Journal of King Saud University-Computer and Information Sciences

Neural Network Trained by Biogeography-Based Optimizer with Chaos for Sonar Data Set Classification

(2017) M. R. Mosavi et al.   WIRELESS PERSONAL COMMUNICATIONS

A Survey on Evolutionary Computation Approaches to Feature Selection

(2016) Bing Xue et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

SCA: A Sine Cosine Algorithm for solving optimization problems

(2016) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Improved particle swarm optimization algorithm and its application in text feature selection

(2015) Yonghe Lu et al.   APPLIED SOFT COMPUTING

Prey-Predator Algorithm: A New Metaheuristic Algorithm for Optimization Problems

(2015) Surafel Luleseged Tilahun et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

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

(2015) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

(2015) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

MIFS-ND: A mutual information-based feature selection method

(2014) N. Hoque et al.   EXPERT SYSTEMS WITH APPLICATIONS

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

G-Optimal Feature Selection with Laplacian regularization

(2013) Guanhong Yao et al.   NEUROCOMPUTING

Bacterial Colony Optimization

(2012) Ben Niu et al.   DISCRETE DYNAMICS IN NATURE AND SOCIETY

Feature subset selection using differential evolution and a wheel based search strategy

(2012) Ahmed Al-Ani et al.   Swarm and Evolutionary Computation

Load Scheduling and Dispatch for Aggregators of Plug-In Electric Vehicles

(2011) Di Wu et al.   IEEE Transactions on Smart Grid

On the Feature Selection Criterion Based on an Approximation of Multidimensional Mutual Information

(2010) Kiran S Balagani et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Artificial bee colony algorithm for large-scale problems and engineering design optimization

(2010) Bahriye Akay et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Feature selection, mutual information, and the classification of high-dimensional patterns

(2008) Boyan Bonev et al.   PATTERN ANALYSIS AND APPLICATIONS