Modifications of Particle Swarm Optimization Techniques and Its Application on Stock Market: A Survey
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2015, Vol 6, Issue 3
Abstract
Particle Swarm Optimization (PSO) has become popular choice for solving complex and intricate problems which are otherwise difficult to solve by traditional methods. The usage of the Particle Swarm Optimization technique in coping with Portfolio Selection problems is the most important applications of PSO to predict the stocks that have maximum profit with minimum risk, using some common indicators that give advice of buy and sell. This paper gives the reader the state of the art of the various modifications of the PSO and study whether had been applied over the stock market or not.
Authors and Affiliations
Razan Jamous, EssamEl. Seidy , Assem Tharwat, Bayoumi Bayoum
Keywords
Related Articles
- EP ID EP148051
- DOI 10.14569/IJACSA.2015.060315
- Views 82
- Downloads 0
An Improved Squaring Circuit for Binary Numbers
In this paper, a high speed squaring circuit for binary numbers is proposed. High speed Vedic multiplier is used for design of the proposed squaring circuit. The key to our success is that only one Vedic multiplier is us...
Haze Effects on Satellite Remote Sensing Imagery and their Corrections
Imagery recorded using satellite sensors operating at visible wavelengths can be contaminated by atmospheric haze that originates from large scale biomass burning. Such issue can reduce the reliability of the imagery and...
Cyber-Security Incidents: A Review Cases in Cyber-Physical Systems
Cyber-Physical Systems refer to systems that have an interaction between computers, communication channels and physical devices to solve a real-world problem. Towards industry 4.0 revolution, Cyber-Physical Systems curre...
Understanding Customer Voice of Project Portfolio Management Software
Project Portfolio Management (PPM) has gained success in many projects due to its large number of features that covers effective scheduling, risk management, collaboration, and third-party software integrations to mentio...
A Review of Computation Solutions by Mobile Agents in an Unsafe Environment
Exploration in an unsafe environment is one of the major problems that can be seen as a basic block for many distributed mobile protocols. In such environment we consider that either the nodes (hosts) or the agents can p...