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An Empirical Investigation of Decision Making on Investment of Equipment Using Analytic Hierarchy Process and Decision Tree Analysis
Thesis

An Empirical Investigation of Decision Making on Investment of Equipment Using Analytic Hierarchy Process and Decision Tree Analysis

Hung, Chun Ling
Masters, 國立清華大學, 工業工程與工程管理學系碩士在職專班
2016

Abstract

層次分析法 決策樹 情景規劃 半導體 投資決策 Analytic Hierarchy Process Decision Tree Analysis Scenario planning Semiconductor Manufacturing Investment Decision
In semiconductor testing companies, depreciation cost takes the largest part of the cost structure. Several factors result in the existing situation. Firstly, due to the uncertainty of demands, investment decisions need to be made in a short time. Secondly, some parts have relatively short period of demand. For instance, according to Moore's Law, the period of demand of an integrated circuit (IC) is about 18 to 24 months. In the past, investment plans were made subjectively; inaccurate decision might cause the increase of cost. The current study aims to formulate the best investment plan. To achieve this, the uncertainty of market demand and period of demand were taken into consideration. Alongside, key components for investment suggested by the decision-makers were collected and the weights of decision strategies were assessed using analytic hierarchy process (AHP). Then, the actual cost of a product was calculated by incorporating scenario planning and decision tree analysis (DTA).

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