Journal ArticleDOI
A comparative study of Artificial Bee Colony algorithm
Dervis Karaboga,Bahriye Akay +1 more
TLDR
Results show that the performance of the ABC is better than or similar to those of other population-based algorithms with the advantage of employing fewer control parameters.About:
This article is published in Applied Mathematics and Computation.The article was published on 2009-08-01. It has received 2835 citations till now. The article focuses on the topics: Artificial bee colony algorithm & Meta-optimization.read more
Citations
More filters
Journal ArticleDOI
Modified Differential Evolution Algorithm for Pattern Synthesis of Antenna Arrays
TL;DR: Experimental results demonstrate that the proposed MDE has better performance than the other optimization methods in both of these two examples, which indicate the proposed algorithm is a competitive optimization algorithm in pattern synthesis.
Journal ArticleDOI
ABC-GSPBFT: PBFT with grouping score mechanism and optimized consensus process for flight operation data-sharing
TL;DR: In this article , a Byzantine Fault-Tolerant (PBFT) with grouping score mechanism and artificial bee colony-optimized consensus process is designed to construct the consortium blockchain for sharing flight operation data.
Proceedings ArticleDOI
Identifying Optimum Artificial Bee Colony (ABC) Algorithm's Parameters for Scheduling the Manufacture and Assembly of Complex Products
TL;DR: The development of Artificial Bee Colony algorithm for solving the scheduling problem and the analysis of variance on the experimental results indicated that the performance can be improved dramatically after adopting the optimum parameter setting.
Journal ArticleDOI
Dynamic FDB selection method and its application: modeling and optimizing of directional overcurrent relays coordination
TL;DR: This article has four main objectives: to develop the dynamic fitness-distance balance (dFDB) selection method for meta-heuristic search algorithms, to develop a strong optimization algorithm using the dFDB method, to create an optimization model of the coordination of directional overcurrent relays (DOCRs) problem, and to optimize the DOCRs problem using the developed algorithm.
Journal ArticleDOI
A Survey on Optimization Algorithms for Optimizing the Numerical Functions
Ginnu George,Kumudha Raimond +1 more
TL;DR: A comprehensive survey on numerical function optimization is presented below with a deeper view into different aspects of the algorithms.
References
More filters
Proceedings ArticleDOI
Particle swarm optimization
TL;DR: A concept for the optimization of nonlinear functions using particle swarm methodology is introduced, and the evolution of several paradigms is outlined, and an implementation of one of the paradigm is discussed.
Book
Adaptation in natural and artificial systems
TL;DR: Names of founding work in the area of Adaptation and modiication, which aims to mimic biological optimization, and some (Non-GA) branches of AI.
Journal ArticleDOI
Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
Rainer Storn,Kenneth Price +1 more
TL;DR: In this article, a new heuristic approach for minimizing possibly nonlinear and non-differentiable continuous space functions is presented, which requires few control variables, is robust, easy to use, and lends itself very well to parallel computation.
Book
Self-Organizing Maps
TL;DR: The Self-Organising Map (SOM) algorithm was introduced by the author in 1981 as mentioned in this paper, and many applications form one of the major approaches to the contemporary artificial neural networks field, and new technologies have already been based on it.
Book
Genetic Algorithms + Data Structures = Evolution Programs
TL;DR: GAs and Evolution Programs for Various Discrete Problems, a Hierarchy of Evolution Programs and Heuristics, and Conclusions.