Assumption University
Bangkok, Thailand
November 1996
A GEOGRAPHIC
INFORMATION SYSTEM-BASED DECISION SUPPORT SYSTEM (GISDSS) FOR FACILITY
LOCATION
by
Mr.Thanatphong
Pratheepthaweephon
A doctoral dissertation submitted in partial fulfillment
of the requirements for the degree of Doctor of Philosophy in Computer
and Engineering Management
- Degree :
- Doctor of Philosophy in Computer and Engineering
Management
- Examination Committee :
- Prof. Dr. Srisakdi Charmonmam
- Assoc. Prof.Somchai Thayanyong
- Assist. Prof. Dr.Boonmark Sirinaovakul
- Dr.Vichit Avatchanakorm
- Assoc. Prof. Dr.Prapon Phasukyud
- Dr. Chamnong Jungthirapanich
- Dr. Winai Putakul
- Assist Prof. Dr. Woranat Sangmanee
- Name:
- Mr.Thanatphong Pratheepthaweephon
- Nationality :
- Thai
- Previous Degree :
- M.B.A.(Marketing), Oklahoma City
- University, U.S.A.
- B.Eng. (Chemical Engineering),
- Prince of Songkla University, Thailand
Approval Page
RESEARCH TITLE : A GEOGRAPHIC INFORMATION SYSTEM-
BASED DECISION SUPPORT SYSTEM
(GISDSS) FOR FACILITY LOCATION
CANDIDATE NAME : Thanatphong Pratheepthaweephon
ADVISOR NAME : Dr.Chamnong Jungthirapanich
ACADEMIC YEAR : 1998
The Graduate School of Assumption University had approved
this dissertation as a partial fulfillment of the requirements for the
degree of Doctor of Philosophy in Computer and Engineering Management.
- Abstract
- Due to the strategic impact of a facility location
decision, a location search requires thorough analysis of numerous
location factors. The difficulties in multi-factor analysis of locations
decisions have been challenged by many location researchers. This
dissertation investigates the design and implementation of a geographic
information system-based decision support system (GISDSS) in the facility
location domain. The GISDSS for locating a manufacturing facility
is intended to assist facilities planners in improving the quality
of strategic decision-making in facility location.
- A review of past location studies was conducted to
identify the major considerations for locating a facility and to develop
a taxonomy of location factors for Thailand. The GISDSS incorporates
a chromatic representation location model and vastly accepted location
factors. A geograhic information system (GIS) is used with the location
model to manipulate data, and identify suitable sites. The recommendation
on the best location is furnished to a user through a Visual Basic-based
interactive graphical user interface. The GISDSS for facility location
provides users with location recommendations in both a graphical format,
illustrated by the color displays; and a numerical format, quantitatively
stated by the color equation, The system also makes transparent its
recommendations via explanation reports.
- Acknowledgment
- I wish to express my deep appreciation to my
advisor, Dr. Chamnong Jungthirapanich, for his continuous assistance,
guidance, encouragement, and support throughout the doctoral program.
I am highly grateful to Prof.Dr.Srisakdi Charmonman for his support
and guidance.
- I am indebted to the qualifying examination
committee: Prof.Dr.Srisakdi Charmonman, Assoc. Prof. Somchai Thayarnyong,
Dr. Boonmark Sirinaowakul, Dr. Vichit Avatchanakorn, Dr. Prapon Phasukyud,
Dr. Winai Puttakul, Assist. Prof.Dr. Waranat Sangmanee, and Dr. Chamnong
Jungthirapanich for their valuable time in providing me with constructive
comments and advice throughout the research.
- Special thanks are due to A. Dhapanita Sanguanbhokhai
for her time in second language tutorial. I appreciate the kind support
by ESRI (Thailand) Co.,Ltd. on a GIS software package.
- I wish to extend my gratitude to Rev.Dr. Prathip
M. Komolmas, the President of Assumption University, for his encouragement
and courteous provision of necessary resources.
- Last but not least, my parents, Thongkoy and Kanika,
deserve a special appreciation for their endless encouragement and
support. Without them, I would not have been able to complete all
the requirements for the Ph.D. degree.
- Table of Contents
List of Figures
List of Tables
SECTION
- INTRODUCTION
- RESEARCH SIGNIFICANCE
- THE LOCATION PROBLEM
- RESEARCH OBJECTIVES
- LITERATURE REVIEW
- OVERVIEW
- Location Research
- Facility Location Procedures
- SURVEYS OF LOCATION RESEARCH
- Location Models
- Manual Models, Requiring Objective
Location Factors
- Manual Models, Requiring Objective
or Subjective Location Factors
- Computer Models, Requiring Objective
Location Factors
- Computer Models, Requiring Object
or Subjective Location Factors
- Location Factors
- Market
- Transportation
- Utilities
- Raw Material
- Investment Promotion Zones
- Availability of Industrial Parks
- Land Cost
- Environmental Concerns
- Governmental Considerations
- Labor
- A GEOGRAPHIC INFORMATION SYSTEM (GIS)
- Overview
- General Applications
- A DECISION SUPPORT SYSTEM (DSS)
- RESEARCH METHODOLOGY
- OVERVIEW
- ANALYZING SYSTME'S REQUIREMENTS
- User's Requirements
- System Developer's Requirements
- THE SYSTEM'S ARCHITECTURE
- THE LOCATION DATABASE
- SYSTEM DEVELOPMENT
- OVERVIEW
- THE SYSTEM'S CONCEPTUAL FRAMEWORK
- A DATABASE MANAGEMENT SYSTEM (DBMS)
- A MODEL BASE MANAGEMENT SYSTEM (MBMS)
- A DIALOG GENERATION AND MANAGEMENT SYSTEM
(DGMS)
- CONCLUSION
- RESEARCH SUMMARY
- ACHIEVEMENTS
- Ranking of Location Factors
- A Chromatic Representation Location Model
- Development of a GISDSS for Facility
Location
- FUTURE RESEARCH
APPENDICES
- REPRESENTATIVE SOURCES OF LOCATION INFORMATION
- TAXONOMY OF LOCATION FACTORS
- RANKINGS OF PROVINCES ON EACH LOCATION FACTOR
- A LIST OF ACTIVITIES ELIGIBLE FOR BOI PROMOTION
- LOCATION DATABASE FOR ALL PROVINCES
- AN ADDITIONAL PORTION OF A SYSTEM'S CONSULTATION
SESSION
BIBLIOGRAPHY
ABOUT THE AUTHOR
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