نتایج جستجو برای: nature inspired algorithm

تعداد نتایج: 1083956  

Journal: :CoRR 2015
Utku Kose Ahmet Arslan

In this paper, the idea of a new artificial intelligence based optimization algorithm, which is inspired from the nature of vortex, has been provided briefly. As also a bio-inspired computation algorithm, the idea is generally focused on a typical vortex flow / behavior in nature and inspires from some dynamics that are occurred in the sense of vortex nature. Briefly, the algorithm is also a sw...

The human has always been to find the best in all things. This Perfectionism has led to the creation of optimization methods. The goal of optimization is to determine the variables and find the best acceptable answer Due to the limitations of the problem, So that the objective function is minimum or maximum. One of the ways inaccurate optimization is meta-heuristics so that Inspired by nature, ...

Journal: :IJSIR 2011
Xin-She Yang

Many metaheuristic algorithms are nature-inspired, and most are population-based. Particle swarm optimization is a good example as an efficient metaheuristic algorithm. Inspired by PSO, many new algorithms have been developed in recent years. For example, firefly algorithm was inspired by the flashing behaviour of fireflies. In this paper, the author extends the standard firefly algorithm furth...

2016
Nisha Kumari Tapeshwar Singh Shonak Bansal

With the hailing winds of development, humans are still can’t fully act individually, the dependency over the nature is indispensable. In this paper, a hybrid nature inspired based algorithm named Cuckoo search algorithm with mutation (CSAM) has been used to solve the channel–allocation problem presents in optical wavelength division multiplexing (WDM) systems. The channels can be allocated by ...

2013
Guillermo M. Mallén-Fullerton Guillermo Fernández-Anaya

The DNA fragment assembly is an important phase required to obtain complete genomes. Optimization using nature inspired algorithms has been proposed by several authors. We present another nature inspired algorithm based on Particle Swarm Optimization and Differential Evolution. These algorithms are compared using a set of common benchmarks and show that our proposed algorithm has some advantage...

Journal: :Processes 2023

Mobile robot is an automatic vehicle with wheels that can be moved automatically from one place to another. A motor built in its for mobility purposes, which controlled using a controller. DC speed by the proportional integral derivative (PID) Kinematic modeling used our work understand mechanical behavior of robots designing appropriate mobile robots. Right and left wheel velocity direction ar...

Journal: :Electronics 2022

Warehousing is one of the most important activities in supply chain, enabling competitive advantage. Effective management warehousing processes is, therefore, crucial for achieving minimal costs, maximum efficiency, and overall customer satisfaction. Warehouse Management Systems (WMS) are first steps towards organizing these processes; however, due to human factor involved, information on produ...

Kriging is an advanced geostatistical procedure that generates an estimated surface or 3D model from a scattered set of points. This method can be used for estimating resources using a grid of sampled boreholes. However, conventional ordinary kriging (OK) is unable to take locally varying anisotropy (LVA) into account. A numerical approach has been presented that generates an LVA field by calcu...

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