Who proposed the bee colony optimization BCO )?
Derviş Karaboğa In computer science and operations research, the artificial bee colony algorithm (ABC) is an optimization algorithm based on the intelligent foraging behaviour of honey bee swarm, proposed by Derviş Karaboğa (Erciyes University) in 2005.
How does artificial bee colony algorithm work?
The Artificial Bee Colony (ABC) algorithm is a swarm based meta-heuristic algorithm that was introduced by Karaboga in 2005 (Karaboga, 2005) for optimizing numerical problems. … In ABC, a colony of artificial forager bees (agents) search for rich artificial food sources (good solutions for a given problem).
What is the bees algorithm used for?
Bee System is an improved version of the Genetic Algorithm (GA) [26]. The main purpose of the algorithm is to improve local search while keeping the global search ability of GA. Bee Colony Optimization (BCO) was proposed to solve combinatorial optimization problems by [27].
What is Honey Bee optimization algorithm?
Marriage in honey bees optimization (MBO) is a metaheuristic optimization algorithm developed by inspiration of the mating and fertilization process of honey bees and is a kind of swarm intelligence optimizations.
What does the word bee colony mean?
It's simple. A hive is a house, a place where bees live. It is a structure, usually man-made, that a colony calls home. The colony is the family unit consisting of a queen, workers, and—for a few months of the year—drones. In other words, a colony lives in a hive.
How is a bee colony formed?
Wild honey bees make hives in rock crevices, hollow trees and other areas that scout bees believe are appropriate for their colony. Similar to the habits of domesticated honey bees, they construct hives by chewing wax until it becomes soft, then bonding large quantities of wax into the cells of a honeycomb.
How does bat algorithm work?
A bat algorithm (BA) is a heuristic algorithm that operates by imitating the echolocation behavior of bats to perform global optimization. The BA is widely used in various optimization problems because of its excellent performance.