Analysis of the Impact of Battlefield Environment on Military Operation Effectiveness Using Fuzzy Influence Diagram

External stakeholder risk response strategies selection in project portfolio

“…Constructing a BID involves adding decision nodes and value nodes onto a BN [ 48 ], which supports RRSS by computing the expected value of each response strategy combination. By leveraging BNs, interactions among risks, projects, and response strategies can be quantified, enabling the assessment of their impact [ 49 ]. Building upon this, the BID model captures a decision maker's options and preferences to determine the optimal decision policy.…”

“…To acquire the expected value of the strategy combination and support the selection of the optimal response strategies, a BID model is developed in this section. According to Shan and Liu [ 49 ], it is known that establishing a BID model contains three aspects of work: (1) Establishment of diagram topology involves two main components. The first component comprises nodes representing variables, and the second component consists of arcs delineating interactions and probabilistic dependencies among the nodes.…”

Fighter Equipment Contribution Evaluation Based on Maneuver Decision

“…To simplify the analysis process, a three-degree-of-freedom particle point model was used as the aircraft motion model, as shown in (16), and the dynamic model of the aircraft is shown in (17). According to the aircraft motion model, the relative situation between an enemy and ally in the battlefield environment is shown in (18).…”

“…The equipment efficiency can be evaluated based on Bayesian networks (BNs) [14,15], ADC (availability, dependability and capacity) [16], AHP [17], influence diagrams [18][19][20][21], and other methods. Equipment efficiency refers to the ability of an equipment system to achieve specific mission objectives.…”

“…To enhance applicability and reduce computational complexity, many scholars have performed research on influence diagrams based on algorithm improvements. In [18], fuzzy influence diagrams were used analyze the influence of the natural battlefield environment on military combat benefits. In [19], a new type of probabilistic graphical model based on influence diagrams and a Markov decision process was used with a state transition model in a cost-benefit analysis of medicine.…”