Parallelization of Swarm Intelligence Algorithms: Literature Review

Swarm Intelligence: Literature Overview

Swarm intelligence applied in green logistics: A literature review

Green logistics (GL) is gaining increasing attention among academic researchers and industrial practitioners, due to the escalating deterioration of the environment. Various green activities and operations aiming at improving the performance of GL have been applied synthetically, and most of the activities can be modeled as combinatorial optimization (CO) problems. Exact approaches tend to be i...

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...

Overview of Algorithms for Swarm Intelligence

Swarm intelligence (SI) is based on collective behavior of selforganized systems. Typical swarm intelligence schemes include Particle Swarm Optimization (PSO), Ant Colony System (ACS), Stochastic Diffusion Search (SDS), Bacteria Foraging (BF), the Artificial Bee Colony (ABC), and so on. Besides the applications to conventional optimization problems, SI can be used in controlling robots and unma...

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...