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Abstract One of the primary issues emerges when two decision makers exist, each of whom wants to attain his or her goal regardless of the other. Each decision maker has a number of aims or objectives in mind. The two level try to achieve the objectives or goals but there exist multiple constrain that limit the decision of the decision makers and each objective may contain probability or constrains may be under probability. This type of problem named as bi-level multi-objective Quadratic with neutrosophic parameter. Bi-level Multi-Objective Quadratic programming (BLMOQP) identified as mathematical programming that solves decentralized planning problems with two-decision makers in a hierarchical organization. This thesis involves some methods for solving Bi-level Multi-Objective Neutrosophic quadratic Programming Problem and the following cases are considered: 1. Chapter 3: Interactive approach for solving a bi-level multi-objective quadratic programming problem with neutrosophic parameters in the objective function 2. Chapter 4: Solving a bi-level large scale multi-objective quadratic programming problem with neutrosophic parameters in the constrains using decomposition method. 3. Chapter 5: Solving Bi-Level Multi-Objective Quadratic Programming Problem with Neutrosophic Parameters in Objective Functions and Constraints Using Fuzzy Approach. |