An Artificial Bee Colony algorithm with guide of global & local optima and asynchronous scaling factors for numerical optimization

QR Code

An Artificial Bee Colony algorithm with guide of global & local optima and asynchronous scaling factors for numerical optimization

Artificial Bee Colony (ABC) algorithm is a wildly used optimization algorithm. However, ABC is excellent in exploration but poor in exploitation. To improve the convergence performance of ABC and establish a better searching mechanism for the global optimum, an improved ABC algorithm is proposed in...

Full description

Bibliographic Details
Main Authors:	Liu, J., Zhu, H., Ma, Q., Zhang, L., Xu, Honglei
Format:	Journal Article
Published:	2015
Online Access:	http://hdl.handle.net/20.500.11937/23444

Similar Items

Global gbest guided-artificial bee colony algorithm for numerical function optimization
by: Shah, Habib, et al.
Published: (2018)

Populations can be essential in tracking dynamic optima
by: Dang, Duc-Cuong, et al.
Published: (2016)

A guided artificial bee colony (GABC) heuristic for permutation flowshop scheduling problem (PFSP)
by: Sidek, Noor Azizah
Published: (2021)

A quick gbest guided artificial bee colony algorithm for stock market prices prediction
by: Shah, Habib, et al.
Published: (2018)

Acoustic emission partial discharge localization in oil based on artificial bee colony
by: Lim, Zhi Yang, et al.
Published: (2025)

Artificial bee colony algorithm with time-varying strategy
by: Qin, Quande, et al.
Published: (2015)

Artificial Bee Colony Algorithm for Pairwise Test Generation
by: Alazzawi, Ammar K., et al.
Published: (2017)

Performance Enhancement Of Artificial Bee Colony Optimization Algorithm
by: Abro, Abdul Ghani
Published: (2013)

Flowshop scheduling using artificial bee colony (ABC) algorithm with varying onlooker bees approaches
by: Mohd Pauzi, Nur Fazlinda
Published: (2015)

Estimation of optimal machining control parameters using artificial bee colony
by: Norfadzlan, Yusup, et al.
Published: (2013)

Group method of data handling with artificial bee colony in combining forecasts
by: Yahya, Nurhaziyatul Adawiyah, et al.
Published: (2018)

Development Of Artificial Bee Colony (Abc) Variants And Memetic Optimization Algorithms
by: Sulaiman, Noorazliza
Published: (2017)

Enhanced content-based filtering algorithm using artificial bee colony technique
by: Mahmoud, Dima Saber
Published: (2014)

An adaptive multi-population artificial bee colony algorithm for dynamic optimisation problems
by: Nseef, Shams K., et al.
Published: (2016)

Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway
by: Ahmad Muhaimin, Ismail, et al.
Published: (2023)

Economic and emission load dispatch solution via artificial bee colony algorithm
by: Abdullah, Mohd Noor, et al.
Published: (2017)

An enhanced approach of artificial bee colony for energy management in energy efficient residential building
by: Wahid, Fazli, et al.
Published: (2018)

Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling
by: Ho, Yoong Chow, et al.
Published: (2013)

An improved artificial bee colony algorithm for training multilayer perceptron in time series prediction
by: Shah, Habib
Published: (2014)

Stingless bee rearing and colony splitting
by: Ahmad Jailani, Nur Maisarah, et al.
Published: (2018)

Clustering natural language morphemes from EEG signals using the Artificial Bee Colony algorithm
by: Sulaiman, Suriani, et al.
Published: (2015)

Clustering natural language morphemes from EEG signals using the Artificial Bee Colony algorithm
by: Sulaiman, Suriani, et al.
Published: (2015)

Structural damage identification based on modified Artificial Bee Colony algorithm using modal data
by: Ding, Z., et al.
Published: (2017)

Artificial bee colony algorithm with proposed discrete nearest neighborhood algorithm for discrete optimization problems
by: Rahimi, Amir Masoud, et al.
Published: (2021)

Indoor comfort and energy consumption optimization using an inertia weight artiﬁcial bee colony algorithm
by: Farah Nur Arina, Baharudin, et al.
Published: (2022)

Binary bitwise artificial bee colony as feature selection optimization approach within Taguchi’s T-method
by: Nolia, Harudin, et al.
Published: (2021)

Energy-aware scheduling optimization in hybrid flow shops using artificial bee colony algorithm
by: Mohd Abdul Hadi, Osman, et al.
Published: (2024)

Indoor comfort and energy consumption optimization using an inertia weight artificial bee colony algorithm
by: Farah Nur Arina, Baharudin, et al.
Published: (2022)

Binary bitwise artificial bee colony as feature selection optimization approach within taguchi's t-method
by: Nolia, Harudin, et al.
Published: (2021)

Artificial Bee Colony With Differential Evolution Algorithm For Feature Extraction And Selection Of Mass Spectrometry Data
by: Mohamed Yusoff, Syarifah Adilah
Published: (2016)

Hybrid artificial bee colony algorithm with branch and bound for two–sided assembly line balancing
by: Elteriki, Salem Abdulsalam
Published: (2018)

Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining
by: Norfadzlan, Bin Yusup
Published: (2012)

Binary Artificial Bee Colony Optimization For Weighted Random 2 Satisfiability In Discrete Hopfield Neural Network
by: Muhammad Sidik, Siti Syatirah
Published: (2023)

Deterministic and stochastic inventory routing problems with backorders using artificial bee colony / Huda Zuhrah Ab Halim
by: Huda Zuhrah , Ab Halim
Published: (2019)

An approach to improve functional link neural network training using modified artificial bee colony for classification task
by: Yana Mazwin Mohmad Hassim,, et al.
Published: (2013)

A modified artificial bee colony algorithm to optimise integrated assembly sequence planning and assembly line balancing
by: M. F. F., Ab Rashid, et al.
Published: (2019)

An efficient intrusion detection model based on hybridization of artificial bee colony and dragonfly algorithms for training multilayer perceptrons
by: Ghanem, Waheed Ali H. M., et al.
Published: (2020)

Comparative analysis of spiral dynamic algorithm and artificial bee colony optimization for position control of flexible link manipulators
by: Nor Maniha, Abdul Ghani, et al.
Published: (2024)

Optimisation of support vector machine hyperparameters using enhanced artificial bee colony variant to diagnose breast cancer
by: Ravindran, Nadarajan
Published: (2023)

An approach to improve functional link neural network training using modified artificial bee colony for classification task
by: Mohmad Hassim, Yana Mazwin, et al.
Published: (2012)