BBO Comparison with other Nature Inspired Algorithms to Resolve Mixels
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2013, Vol 2, Issue 6
Abstract
Remote sensing is defined as a technique for acquiring the information about an object without making physical contact with that image via remote sensors. But the major problem of remotely sensed images is mixed pixel which always degrades the image quality. In this paper we attempted to present an approach for resolving the mixed pixels by using optimization/ Evolutionary algorithm i.e. Biogeography based optimization. EA’s are the most well known algorithms among nature inspired algorithms, which is based on the biological evolution in nature that is being responsible for the design of all living beings on earth. A family of successful EAs comprises genetic algorithm (GA), genetic programming (GP), Differential Evolution, evolutionary strategy (ES) , Artificial Bee Colony Algorithm (ABC), Particle swarm optimization (PSO), Ant Colony Optimization (ACO). This paper also deals with the comparison of BBO and others EA’s so that we can proof BBO as best algorithm for resolving MIXELS problem.
Authors and Affiliations
Mittu Mittal , Gagandeep Kaur
Keywords
Related Articles
- EP ID EP151696
- DOI -
- Views 101
- Downloads 0
Real Time Data Acquisition and Home Parameters Monitoring using LabVIEW
Home automation refers to a system that is used to control devices around the home. These devices can include doors, lights, surveillance systems, and consumer electronics. A smart home automation system has been develop...
Software based approach for Triggering 3-phase, 6-pulse, AC to DC Controlled Converter
This paper presents the development of a software for triggering the circuit of 3-phase, 6-pulse, ac to dc controlled converter using PIC microcontroller. The microcontroller will generate six equidistant, synchron...
TPA BASED CLOUD STORAGE SECURITY TECHNIQUES
Cloud Computing is the new trend to reduce the investment in business to satisfy the client needs using internet. The various cloud services provides infrastructure, software and platform. In cloud computing, data...
Efficient and Reliable Resource Management Framework for Public Cloud Computing
The problem of dynamic resource management for a large-scale cloud environment is mitigated with optimized high throughput performance. The resource management framework consists of, Gossip protocol that ensures fair res...
Enhanced Approach on Web Page Classification Using Machine Learning Technique
The data set contains WWW-pages collected from computer science departments of various universities in January 1997 by the World Wide Knowledge Base project of the CMU text learning group. The 8,282 pages were ma...