Improved artificial bee colony algorithm
Witryna1 mar 2024 · Artificial bee colony (ABC) has proved to be a good optimizer on many engineering problems. However, the standard ABC converges slowly because of poor exploitation. Recently, a new ABC... Witryna26 mar 2015 · The artificial bee colony algorithm is a novel heuristic algorithm inspired by the behavior of honeybee swarms searching for food sources, and the process of searching for an optimal solution simulates the behavior of honeybee swarms foraging for food sources with a maximum nectar amount.
Improved artificial bee colony algorithm
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Witryna20 lip 2024 · An Energy Efficient Routing Protocol Based on Improved Artificial Bee Colony Algorithm for Wireless Sensor Networks Abstract: Clustering sensor nodes is an effective method in designing routing algorithms for Wireless Sensor Networks (WSNs), which improves network lifetime and energy efficiency. Witryna9 lis 2024 · Improved Artificial Bee Colony Algorithm Based on Multi-Strategy Synthesis for UAV Path Planning. Abstract: Path planning is the key for unmanned aerial …
Witryna15 gru 2016 · An improved artificial bee colony (IABC) algorithm is proposed for FJSP cases defined in existing literature and realistic instances in remanufacturing where … WitrynaThe ABC algorithm is a population-predicated metaheuristic algorithm that simulates the foraging behavior of honey bee swarms. This technique is very easy to implement and effective. There are three groups of foraging bees in the ABC: employed bees, onlooker bees, and scout bees.
WitrynaThe artificial bee colony (ABC) algorithm is a swarm-based metaheuristic optimization technique, developed by inspiring foraging and dance behaviors of honey bee colonies. ABC consists of four phases named as initialization, employed bee, onlooker bee and scout bee. The employed bees try to improve their solution in employed bees phase. WitrynaThe problem that ABC (Artificial Bee Colony) algorithm is good at exploration but poor at exploitation for the numerical optimization is investigated in this paper. PA-ABC …
Witryna1 paź 2024 · Improved artificial bee colony algorithm ABC algorithm is a new swarm intelligence optimization algorithm [35]. ABC algorithm divides the artificial bee …
WitrynaLiczba wierszy: 26 · 1 paź 2024 · Improved artificial bee colony algorithm ABC algorithm is a new swarm intelligence optimization ... how many hours to defrost refrigeratorWitryna20 mar 2024 · In this paper, a method that combined an improved adaptive artificial bee colony (IAABC) algorithm and BP-ANN algorithm was proposed. This method improved the ABC algorithm by adding an adaptive local search factor and mutation factor; meanwhile, it can enhance the abilities of the global optimization and local … how many hours to develop an appWitrynaSwarm Optimization techniques such as the Nature inspired Artificial Bee Colony (ABC) algorithm have been successfully used to solve a variety of Optimization problems in … how many hours to dehydrate jerkyWitryna1 sty 2024 · This paper proposes a new evacuation simulation method which combines an improved artificial bee colony algorithm for dynamic path planning and SFM (Social Force Model) for simulating the movement of pedestrians, to providing pedestrians with timely route selection. how many hours to digest foodWitrynaImproved artificial bee colony algorithm with opposition-based learning ISSN 1751-9659 Received on 26th January 2024 Revised 6th March 2024 Accepted on 9th June 2024 E-First on 2nd October 2024 doi: 10.1049/iet-ipr.2024.0111 www.ietdl.org Yongcun Cao1, Saisai Ji1, Yong Lu1 how a psv worksWitrynaAn improved artificial bee colony algorithm with modified-neighborhood-based update operator and independent-inheriting-search strategy for global optimization [J]. Fuli … how a psychiatric diagnosis is madeWitryna25 sty 2024 · This paper proposes an artificial bee colony algorithm based on slime mold and marine predators (SMA-MPA-ABC) to overcome the insufficiency of ABC … how many hours to days