The following information was submitted:
Transactions: INTERNATIONAL JOURNAL of COMPUTERS
Transactions ID Number: 17-153
Full Name: Marina Yusoff
Position: Senior Lecturer
Age: ON
Sex: Female
Address: Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA
Country: MALAYSIA
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E-mail address: marinay@tmsk.uitm.edu.my
Other E-mails: timurjauh72@gmail.com
Title of the Paper: A Modified Discrete Particle Swarm Optimization for Solving Flash Floods Evacuation Operation
Authors as they appear in the Paper: Marina Yusoff, Junaidah Ariffin, Azlinah Mohamed
Email addresses of all the authors: marinay@tmsk.uitm.edu.my, junaidahariffin@yahoo.com, azlinah@uitm.edu.my
Number of paper pages: 8
Abstract: Evacuation operation, which is a process of evacuating residents from any dangerous sites to safer destination in the shortest possible time, is of prime importance in emergency management. Untimely assistance and poor coordination at the operation level have always been the major problem in evacuation process during flash floods. This paper focuses on evacuation vehicle routing solution using a modification of a discrete particle swarm optimization (DPSO) with a new search decomposition procedure. Comparative analysis of this algorithm and a genetic algorithm (GA) using the severe flash floods events datasets is performed. The findings indicate that the DPSO provides better performance in both solution quality and processing time. Further experimental analysis for a large evacuation dataset can be considered to confirm the performance of a modified DPSO.
Keywords: Discrete particle swarm optimization, Evacuation operation, Flash floods, Genetic algorithm, Search decomposition.
EXTENSION of the file: .doc
Special (Invited) Session: Discrete Particle Swarm Optimization for Solving a Single to Multiple Destinations in Evacuation Planning
Organizer of the Session: 658-414
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