Customized Fitness Function of Evolutionary Algorithm for Optimization of Car Park Space
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 6
Abstract
Parking space is an area designated for parking. Presently, parking spaces are claimed to have a very high value due to its high demand. Thus, there is a need to ensure that the parking spaces are constructed with maximum capacity to avoid a waste area. Due to that, the empty space should be managed efficiently prior the parking facilities construction process. This study proposed a customized fitness function of Evolutionary Algorithm (EA) for optimization of car park space. There are two major factors that have been considered in customizing the fitness function which are the number of parking spaces and the feasibility of the surrounding areas. The parking design is divided into three different types which are parallel, diagonal, and perpendicular. Whereas, the feasibility of the surrounding areas considers the size of the area, traffic flow, expansion capability and another few factors as well. The implementation of the customized fitness function into EA technique which is Genetic Algorithm (GA) was found to produce potential solutions to the current difficulties in optimizing car park space. It is believable that the proposed study could be useful in accommodating higher numbers of parking spaces in the future.
Authors and Affiliations
Shafaf Ibrahim, Ahmad Syahir Ab. Aziz
Keywords
Related Articles
- EP ID EP24458
- DOI -
- Views 294
- Downloads 10
Performance of Various Texture Model for Face Recognition
In this paper, a texture pattern and retrieval algorithm using Local Binary pattern (LBP) and Local Directional Pattern for content-based image retrieval (CBIR). This proposed pattern encodes the relationship between th...
Preventing Private Information Inference Attacks on Online Social Networks
On-line social networks like Facebook are increasingly utilized by many people. These networks allow users to publish their own details and enable them to contact their friends. Some of the information revealed inside t...
Clustering Techniques in Data Mining
Clustering is a division of data into groups of similar objects. Each group, called cluster, consists of objects that are similar between themselves and dissimilar to objects of other groups. Clustering can be considere...
Improved Version of Customers Security at ATM Using Noise Level Detector & PIR Sensor
ATM (Automated teller machine) is used by the customers to do a financial transactions like cash with drawls, balance checking etc. as we know that ATM are placed everywhere in all the locations including shopping malls...
slugIs your website protected: a quick study to know “unknown doors to your websites?”
Website and its related technology started to play a vital role in our life. Infect it has become most important representative of business and provide significant improvements in business operations, banking system, ed...