Spatial Decision Making Methods
Lecturer: Sheng-Long Kao (高聖龍)
Email: slkao@mail.ntou.edu.tw
Phone: 02-2462-2192＃7033
Webpage: tsweb.ntou.edu.tw/p/412-1072-6973.php?Lang=zh-tw
Course ID: M6801NAN
Credits: 3
Course Prerequisites: None
Course Description and Goals:
Methodology of the Spatial Decision Support (Spatial decision methodology) Methods of using space and time axis to discuss decision-making include multi-criteria decision-making (MCDM), fuzzy theory (FT), marine geographic information system (MGIS), artificial intelligence system development (AI SYSTEM), neural network (ANN), and time series analysis (TSA) Genetic Algorithm (GA) Chaos Theory (CHAOS) Data Mining (DM) Big Data Analysis (BDA)... and other methodologies and related software applications .
1.Marine GIS (ARC Map)
2.MCDM
3.Fuzzy Theory
4.GA Theory
5.Game Theory
6.CHAOS theory
7.Gray Theory
8.AI
9.ANN
10.Big Data Analysis and Data Mining
Schedule Type:
Oral class Slideshow Films and Movies Meeting Tutorial Teaching software Visit and training
Course Schedule (subject to change):
Weekly Unit Subject Week course introduction, grading regulations Overview of Research Methods and Ways of Thinking Research process How to explore the literature Setting and discussion of research direction Establish research hypothesis, select research design MCDM spatial information decision-making method Determine the criterion weight method (AHP ANP) Simulation implementation EXPERT CHOICE software Interim report FUZZY constructs Fuzzy Research Tool Method FUZZY data processing GA genetic algorithm CHAOS Chaos Theory,Big DATA Gray Theory and ANN MATLAB Software Final Report