Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
Ant algorithms for discrete optimization
Artificial Life
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
On the performance of artificial bee colony (ABC) algorithm
Applied Soft Computing
Journal of Global Optimization
Ant colony optimization for multi-objective flow shop scheduling problem
Computers and Industrial Engineering
Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks
MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence
CompSysTech '08 Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
An artificial bee colony algorithm for the leaf-constrained minimum spanning tree problem
Applied Soft Computing
Structural inverse analysis by hybrid simplex artificial bee colony algorithms
Computers and Structures
Protein Tertiary Structure Prediction Using Artificial Bee Colony Algorithm
AMS '09 Proceedings of the 2009 Third Asia International Conference on Modelling & Simulation
Differential evolution algorithm with strategy adaptation for global numerical optimization
IEEE Transactions on Evolutionary Computation
Differential evolution using a neighborhood-based mutation operator
IEEE Transactions on Evolutionary Computation
Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
An Artificial Bee Colony Algorithm for the Quadratic Knapsack Problem
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Solving Sudoku Puzzles Using Improved Artificial Bee Colony Algorithm
ICICIC '09 Proceedings of the 2009 Fourth International Conference on Innovative Computing, Information and Control
An artificial bee colony approach for clustering
Expert Systems with Applications: An International Journal
Artificial Bee Colony Inspired Algorithm Applied to Fusion Research in a Grid Computing Environment
PDP '10 Proceedings of the 2010 18th Euromicro Conference on Parallel, Distributed and Network-based Processing
Artificial bee colony algorithm for small signal model parameter extraction of MESFET
Engineering Applications of Artificial Intelligence
Application of Artificial Bee Colony Algorithm to Software Testing
ASWEC '10 Proceedings of the 2010 21st Australian Software Engineering Conference
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Artificial Bee Colony (ABC) for multi-objective design optimization of composite structures
Applied Soft Computing
A novel clustering approach: Artificial Bee Colony (ABC) algorithm
Applied Soft Computing
Parallelization of the artificial bee colony (ABC) algorithm
NN'10/EC'10/FS'10 Proceedings of the 11th WSEAS international conference on nural networks and 11th WSEAS international conference on evolutionary computing and 11th WSEAS international conference on Fuzzy systems
An artificial bee colony with random key for resource-constrained project scheduling
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II
Direction Finding of Maximum Likelihood Algorithm Using Artificial Bee Colony in the Impulsive Noise
AICI '10 Proceedings of the 2010 International Conference on Artificial Intelligence and Computational Intelligence - Volume 02
Discrete optimum design of truss structures using artificial bee colony algorithm
Structural and Multidisciplinary Optimization
Multilevel image thresholding selection using the artificial bee colony algorithm
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
A hybrid 'bee(s) algorithm' for solving container loading problems
Applied Soft Computing
The best-so-far selection in Artificial Bee Colony algorithm
Applied Soft Computing
Artificial Bee Colony algorithm for optimization of truss structures
Applied Soft Computing
Expert Systems with Applications: An International Journal
A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems
Applied Soft Computing
Solving reliability redundancy allocation problems using an artificial bee colony algorithm
Computers and Operations Research
A discrete artificial bee colony algorithm for the lot-streaming flow shop scheduling problem
Information Sciences: an International Journal
Artificial bee colony based sensor deployment algorithm for target coverage problem in 3-D terrain
ICDCIT'11 Proceedings of the 7th international conference on Distributed computing and internet technology
On the performance of bee algorithms for resource-constrained project scheduling problem
Applied Soft Computing
Information Sciences: an International Journal
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
Information Sciences: an International Journal
A modified artificial bee colony algorithm
Computers and Operations Research
Finding motifs in DNA sequences applying a multiobjective artificial bee colony (MOABC) algorithm
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Tackling the static RWA problem by using a multiobjective artificial bee colony algorithm
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Artificial bee colony based mapping for application specific network-on-chip design
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Using artificial bee colony to solve stochastic resource constrained project scheduling problem
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
SAR image segmentation based on Artificial Bee Colony algorithm
Applied Soft Computing
Expert Systems with Applications: An International Journal
DisABC: A new artificial bee colony algorithm for binary optimization
Applied Soft Computing
An artificial bee colony algorithm for the minimum routing cost spanning tree problem
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special Issue on Evolutionary Fuzzy Systems
The improvement of glowworm swarm optimization for continuous optimization problems
Expert Systems with Applications: An International Journal
A hybrid swarm intelligent method based on genetic algorithm and artificial bee colony
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Job Shop Scheduling with the Best-so-far ABC
Engineering Applications of Artificial Intelligence
Multi-circle detection on images using artificial bee colony (ABC) optimization
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special Issue on Evolutionary Computation on General Purpose Graphics Processing Units
Neural Computing and Applications - Special Issue on Theory and applications of swarm intelligence
Information Sciences: an International Journal
A modified Artificial Bee Colony algorithm for real-parameter optimization
Information Sciences: an International Journal
Artificial bee colony algorithm solution for optimal reactive power flow
Applied Soft Computing
Efficient load balancing for a resilient packet ring using artificial bee colony
EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
A hybrid swarm intelligence based particle-bee algorithm for construction site layout optimization
Expert Systems with Applications: An International Journal
The fully informed particle swarm: simpler, maybe better
IEEE Transactions on Evolutionary Computation
Artificial bee colony programming for symbolic regression
Information Sciences: an International Journal
Wireless Personal Communications: An International Journal
Computers & Mathematics with Applications
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In recent years, swarm intelligence has proven its importance for the solution of those problems that cannot be easily dealt with classical mathematical techniques. The foraging behaviour of honey bees produces an intelligent social behaviour and falls in the category of swarm intelligence. Artificial bee colony ABC algorithm is a simulation of honey bee foraging behaviour, established by Karaboga in 2005. Since its inception, a lot of research has been carried out to make ABC more efficient and to apply it on different types of problems. This paper presents a review on ABC developments, applications, comparative performance and future research perspectives.