Application of Interactive Fuzzy Multi-Objective Linear Programming to Aggregate Production Planning Decisions

互動式模糊多目標線性規劃於整體生產計劃決策之應用

梁添富(Tien-Fu Liang)；李銘薰(Ming-Hsun Lee)；朱柏諺(Bo-Yan Zhu)；黃泓諭(Hong-Yu Huang)；劉旻廷(Min-Ting Liu)；胡涵媚(Han-Mei Hu)

Aggregate Production Planning ； Interactive Fuzzy Multi-Objective Linear Programming ； Triangular Fuzzy Numbers ； Fuzzy Sets ； 整體生產規劃 ； 互動式模糊多目標線性規劃 ； 三角模糊數 ； 模糊集

修平學報

39期（2020 / 03 / 01）

73 - 84

英文

This work develops an interactive fuzzy multi-objective linear programming (i-FMOLP) method for solving the multi-product and multi-time periods aggregate production planning (APP) decision problem. The imprecise multi-objective APP model designed here seeks to minimize total production costs and changes in work-force levels. The proposed i-FMOLP method provides a systematic framework that helps the decision-making process to solve multi-objective APP problems, enabling a decision maker to interactively modify the imprecise data and parameters until a set of satisfactory solutions is derived. An industrial case demonstrates the feasibility of applying the proposed i-FMOLP method to a practical APP problem.

本文目的主要在於發展一互動式模糊多目標線性規劃（i-FMOLP）方法，用以求解不確定環境下涵蓋多產品、多時期之整體生產規劃（APP）決策問題。首先，本文建構一符合實務情境的不精確多目標APP模式，內容同步追求總生產成本及總人力水準變動率二個極小化目標；其次，本文發展一i-FMOLP方法之系統化架構，作為模糊多目標APP問題之決策程序，並提供決策者以互動化方式持續修正不精確資料和參數，直到獲得令其滿意的一組妥協解為止。最後，本文特舉一產業實際個案進行模式測試，驗證模式於實務應用之可行性，並彙總重要的管理意涵。

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