Customized Fitness Function of Evolutionary Algorithm for Optimization of Car Park Space

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

A Study on Construction of RC Shear Walls for Multi-Storied Residential Building

Shear wall systems are one of the most commonly used lateral load resisting systems in high-rise buildings. Shear walls have very high in plane stiffness and strength, which can be used to simultaneously resist large ho...

Design and Analysis of Household Wind Turbine With Multi stage Generator

Renewable energy generation in the urban environment has been receiving an increased attention o zver recent years due to the proximity with the point of use. Building integrated wind turbines are an interesting option...

Network Intrusion Detection Using Machine Learning in Vanets: A Review

Vehicular Ad-hoc Network (VANETs) aids the vehicles to form a self-organized network in the absence of centralized infrastructure. It is the constituent of MANET and supports intelligent transport system (ITS). Each nod...

A Novel Method to Resolve Artifact Errors on Retinal Images

The retina (fundus) has a very specific diagnostic role regarding human health. The eye is a window into the body responsible for sensing information in the visible light domain, thus, it is also suitable to make clinic...

QRS Detection and Data Compression Based On Adaptive Algorithm in a Wireless Wearable Sensor

The paper presents the QRS detection and data compression based on LMS algorithm in a wireless wearable sensor. The proposed method achieves a high sensitivity of 99.64% and positive prediction of 99.81% ECG database. T...

Download PDF file
  • EP ID EP24458
  • DOI -
  • Views 380
  • Downloads 10

How To Cite

Shafaf Ibrahim, Ahmad Syahir Ab. Aziz (2017). Customized Fitness Function of Evolutionary Algorithm for Optimization of Car Park Space. International Journal for Research in Applied Science and Engineering Technology (IJRASET), 5(6), -. https://europub.co.uk/articles/-A-24458