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 378
- Downloads 10
Synthesis and Characterization of Glass Fiber Reinforced Nano Composite Cylindrical Pipes Using TiO2 Nano Particles
Polymer matrix reinforced with fibers and Nano fillers are widely used in automotive, marine, and aerospace and construction industries because of their high tensile and compressive strength, low coefficient of thermal...
Automatic Railway Bridge for Disabled Persons
The Primary objective of Automatic Railway Bridge System is to help the physically Challenged Passenger to move from one Platform to another. Crossing the railway track inside the railway station is very difficult. But...
Skew Managed Global Clock Network Using Type Matching
Clock gating has emerged as an effective low power technique these days. Various researches are being made in the optimization of this technique. While clock gating finds its applications in the clock tree synthesis, it...
ABC & HML Analysis for Inventory Management– Case Study of Sponge Iron Plant
An inventory management is most commonly used technique to manage inventory efficiently in company. The company wants to control their inventory cost, so they used to different type’s inventory techniques to control thi...
On the Nature of Ferrite Nanoparticles
Ferrite nanoparticles had acquired considerable research interest due to their applications, such as magnetic separation of labeled cells, therapeutic drug, hyperthermia treatment for cancer, contrast enhancement agent...