Hybrid Analytic Hierarchy Process Fuzzy Linear Programming Approach for Weapon Systems Screening
نویسنده
چکیده
Screening weapon-systems is a critical task in determining whether a systems development effort will be successful and eventually provide the increased war fighting capability the user had originally envisioned. Weapon system selection is a multi-criteria decision problem that must be accomplished within a constrained resource environment. Several alternatives must be considered and evaluated in terms of many different conflicting criteria and sub criteria and therefore an effective evaluation approach is essential to improve decision quality. Analytic hierarchy process (AHP) is one such technique used by the researchers over the years in establishing the relative values of military weapon system. Despite its popularity, some shortcomings of AHP have been reported in the literature, which have limited its applicability. This research presents a hybrid AHP-FLP approach, integrating an analytic hierarchy process (AHP) with a linear programming model under fuzzy environment (FLP) to a hypothetical case of screening new weapon systems. General Terms Multi-criteria decision making, Multi -Objective Optimization
منابع مشابه
Fuzzy Linear Programming Method for Deriving Priorities in the Fuzzy Analytic Hierarchy Process
There are various methods for obtaining the preference vector of pair-wise comparison matrix factors. These methods can be employed when the elements of pair-wise comparison matrix are crisp while they are inefficient for fuzzy elements of pair-wise comparison matrix. In this paper, a method is proposed by which the preference vector of pair-wise comparison matrix elements can be obtained even ...
متن کاملIntegration of QFD, AHP, and LPP methods in supplier development problems under uncertainty
Quality function deployment (QFD) is a customer-driven approach, widely used to develop or process new product to maximize customer satisfaction. Last researches used linear physical programming (LPP) procedure to optimize QFD; however, QFD issue involved uncertainties, or fuzziness, which requires taking them into account for more realistic study. In this paper, a set of fuzzy data is used to ...
متن کاملA geographic information system for gas power plant location using analytical hierarchy process and fuzzy logic
This study recommends a GIS-based (Geographic Information Systems) and multi-criteria evaluation for site selection of gas power plant in Natanz City of Iran. The multi-criteria decision framework integrates legal requirements and physical constraints related to environmental and economic concerns. It also builds a hierarchy model for gas power plant suitability. The methodologies used for site...
متن کاملOptimum Maintenance Strategy Selection using a Hybrid Approach based on Analytical Hierarchy Process and Revised Multi Choice Goal Programming
This study aims to select optimal maintenance strategy for components of an electric motor of the National Iranian Oil Refining and Distribution Company. In this regard, a method based on revised multi choice goal programming and analytic hierarchy process (AHP) is presented. Since improving the equipment reliability is an important issue, reliability centered maintenance (RCM) strategies are i...
متن کاملINTELLIGENT BUILDING ASSESSMENT BASED ON AN INTEGRATED MODEL OF FUZZY ANALYTIC HIERARCHY PROCESS AND FUZZY PREFERENCE DEGREE APPROACH (FAHP-FPDA)
Intelligent building (IB) technologies have widespread applications in the building design and development. In this regard, it is necessary to develop intelligent building assessment models in order to satisfy the clients, professionals, and occupants' growing demands. To this end, this paper proposes an integrated analytic hierarchy process (AHP) and preference degree approach (PDA) under the ...
متن کامل