An Interactive Fuzzy Satisficing Method for Multiobjective Stochastic Integer Programming with Simple Recourse

• 作者: Masatoshi Sakawa Takeshi Matsui
• 来源期刊: 应用数学(英文)
• 学科: 数学
• 关键词: MULTIOBJECTIVE PROGRAMMING Stochastic PROGRAMMING FUZZY PROGRAMMING INTERACTIVE Methods SIMPLE RECOURSE Model
• 年，卷（期）: yysxyw_2012,（10）
• 页码范围: 1245-1251
• 页数: 7页
• 分类号: O1

摘要

This paper considers multiobjective integer programming problems involving random variables in constraints. Using the concept of simple recourse, the formulated multiobjective stochastic simple recourse problems are transformed into deterministic ones. For solving transformed deterministic problems efficiently, we also introduce genetic algorithms with double strings for nonlinear integer programming problems. Taking into account vagueness of judgments of the decision maker, an interactive fuzzy satisficing method is presented. In the proposed interactive method, after determineing the fuzzy goals of the decision maker, a satisficing solution for the decision maker is derived efficiently by updating the reference membership levels of the decision maker. An illustrative numerical example is provided to demonstrate the feasibility and efficiency of the proposed method.