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Research of multi-objective decision model based on SPA

Ming Zhu, Sidong Wu, Kechang Fu, Weidong Jin

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Abstract

Multi-objective decision is involved in many fields, an objective, correct and stable validity decision is crucial problem in multi-objective decision. Set Pair Analysis theory is introduced to multi-objective decision model in this paper. The decision scheme is evaluated by using the idea of SPA, and then analyzes the result of decision model by using the idea of difference degree represent uncertainty in SPA theory. This can take the impact of uncertainty information under consideration in the evaluation result. Example shows the effectivity of proposed method and more objective and correct decision can be achieved when the uncertainty information is considered. This method has some directive function for the multi-objective decision.

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What this paper is about

Multi-objective decision is involved in many fields, an objective, correct and stable validity decision is crucial problem in multi-objective decision. Set Pair Analysis theory is introduced to multi-objective decision model in this paper. The decision scheme is evaluated by using the idea of SPA, and then analyzes the result of decision model by using the idea of difference degree represent uncertainty in SPA theory. This can take the impact of uncertainty information under consideration in the evaluation result. Example shows the effectivity of proposed method and more objective and correct decision can be achieved when the uncertainty information is considered. This method has some directive function for the multi-objective decision.

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OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Multi-objective decision is involved in many fields, an objective, correct and stable validity decision is crucial problem in multi-objective decision. Set Pair Analysis theory is introduced to multi-objective decision model in this paper. The decision scheme is evaluated by using the idea of SPA, and then analyzes the result of decision model by using the idea of difference degree represent uncertainty in SPA theory. This can take the impact of uncertainty information under consideration in the evaluation result. Example shows the effectivity of proposed method and more objective and correct decision can be achieved when the uncertainty information is considered. This method has some directive function for the multi-objective decision.

Key concepts: Decision model, Decision analysis, Influence diagram, Weighted sum model, Evidential reasoning approach, Computer science, Decision theory, Optimal decision

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