Evaluation the efficiency of artificial bee colony and the firefly algorithm in solving the continuous optimization problem

09/16/2013
by   Seyyed Reza Khaze, et al.
0

Now the Meta-Heuristic algorithms have been used vastly in solving the problem of continuous optimization. In this paper the Artificial Bee Colony (ABC) algorithm and the Firefly Algorithm (FA) are valuated. And for presenting the efficiency of the algorithms and also for more analysis of them, the continuous optimization problems which are of the type of the problems of vast limit of answer and the close optimized points are tested. So, in this paper the efficiency of the ABC algorithm and FA are presented for solving the continuous optimization problems and also the said algorithms are studied from the accuracy in reaching the optimized solution and the resulting time and the reliability of the optimized answer points of view.

READ FULL TEXT
research
05/09/2014

Evaluation The Efficiency Of Cuckoo Optimization Algorithm

In this paper a new evolutionary algorithm, for continuous nonlinear opt...
research
05/13/2021

Good and Bad Optimization Models: Insights from Rockafellians

A basic requirement for a mathematical model is often that its solution ...
research
07/27/2020

Benchmarking Meta-heuristic Optimization

Solving an optimization task in any domain is a very challenging problem...
research
09/03/2019

Contraction methods for continuous optimization

We describe a class of algorithms that establishes a contracting sequenc...
research
08/06/2018

Inner approximation algorithm for solving linear multiobjective optimization problems

Benson's outer approximation algorithm and its variants are the most fre...
research
02/17/2023

A Three-Phase Artificial Orcas Algorithm for Continuous and Discrete Problems

In this paper, a new swarm intelligence algorithm based on orca behavior...
research
02/24/2014

A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses

In many technical fields, single-objective optimization procedures in co...

Please sign up or login with your details

Forgot password? Click here to reset