Swarm intelligence based algorithms: a critical analysis

نویسندگان

چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Swarm Intelligence Based Algorithms: A Critical Analysis

Many optimization algorithms have been developed by drawing inspiration from swarm intelligence (SI). These SI-based algorithms can have some advantages over traditional algorithms. In this paper, we carry out a critical analysis of these SI-based algorithms by analyzing their ways to mimic evolutionary operators. We also analyze the ways of achieving exploration and exploitation in algorithms ...

متن کامل

Swarm Intelligence based Routing Algorithms for MANETs: A Review

MANET’s use wireless medium for communication, thus two nodes arranged in a multi-hop fashion can communicate directly if and only if they are within their transmission radius. MANET‘s have adopted many conventional routing algorithms, swarm intelligence (SI) has recently captured much attention because many new researches have proposed its adoption for MANET routing. Many researchers have prop...

متن کامل

An Analysis of Swarm Intelligence based Load Balancing Algorithms in a Cloud Computing Environment

The current advances in cloud computing layout well established research in Distributed computing, virtualization, web services, utility computing, have provided many advantages in scalability, cost and efficiency for cloud service users. These advantages are further expected to satisfy the demands of cloud users for cloud services in efficient and effective manner. This brings the issue of fau...

متن کامل

ANN Models Optimized using Swarm Intelligence Algorithms

Artificial Neural Network (ANN) has found widespread application in the field of classification. Many domains have benefited with the use of ANN based models over traditional statistical models for their classification and prediction needs. Many techniques have been proposed to arrive at optimal values for parameters of the ANN model to improve its prediction accuracy. This paper compares the i...

متن کامل

Swarm Intelligence Algorithms for Data Clustering

Clustering aims at representing large datasets by a fewer number of prototypes or clusters. It brings simplicity in modeling data and thus plays a central role in the process of knowledge discovery and data mining. Data mining tasks, in these days, require fast and accurate partitioning of huge datasets, which may come with a variety of attributes or features. This, in turn, imposes severe comp...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Evolutionary Intelligence

سال: 2013

ISSN: 1864-5909,1864-5917

DOI: 10.1007/s12065-013-0102-2