Journal ArticleDOI
Artificial bee colony programming for symbolic regression
TLDR
In this work, a set of symbolic regression benchmark problems are solved using artificial bee colony programming and then its performance is compared with the very well-known method evolving computer programs, genetic programming.About:
This article is published in Information Sciences.The article was published on 2012-11-01. It has received 187 citations till now. The article focuses on the topics: Artificial bee colony algorithm & Symbolic regression.read more
Citations
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Journal ArticleDOI
Sensor Deployment and Scheduling for Target Coverage Problem in Wireless Sensor Networks
TL;DR: This paper uses artificial bee colony algorithm and particle swarm optimization for sensor deployment problem followed by a heuristic for scheduling that was able to achieve the theoretical upper bound in all the experimented cases.
Journal ArticleDOI
Animal migration optimization: an optimization algorithm inspired by animal migration behavior
TL;DR: Experimental results indicate that the proposed algorithm performs better than or at least comparable with state-of-the-art approaches from literature when considering the quality of the solution obtained.
Journal ArticleDOI
Multi-strategy ensemble artificial bee colony algorithm
Hui Wang,Zhijian Wu,Shahryar Rahnamayan,Hui Sun,Yong Liu,Jeng-Shyang Pan,Jeng-Shyang Pan,Jeng-Shyang Pan +7 more
TL;DR: A novel multi-strategy ensemble ABC (MEABC) algorithm, where a pool of distinct solution search strategies coexists throughout the search process and competes to produce offspring.
Journal ArticleDOI
Data feature selection based on Artificial Bee Colony algorithm
Mauricio Schiezaro,Helio Pedrini +1 more
TL;DR: This paper aims at investigating, implementing, and analyzing a feature selection method using the Artificial Bee Colony approach to classification of different data sets using various UCI data sets to demonstrate the effectiveness of the proposed method against other relevant approaches available in the literature.
Journal ArticleDOI
Artificial bee colony algorithm: a survey
TL;DR: A review on Artificial bee colony ABC developments, applications, comparative performance and future research perspectives is presented.
References
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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
Genetic Programming: On the Programming of Computers by Means of Natural Selection
TL;DR: This book discusses the evolution of architecture, primitive functions, terminals, sufficiency, and closure, and the role of representation and the lens effect in genetic programming.