Weapon system operational effectiveness evaluation based on the belief rule-based system with interval data

Gao, Fei; Zhang, An; Bi, Wenhao

doi:10.3233/jifs-190651

Cited by 11 publications

(4 citation statements)

References 53 publications

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“…x j , denoted as x i ≺ x j ; c) If DDI(u i ) = DDI(u j ), then u i is the same as x j , denoted as x i = x j ; In order to illustrate the effectiveness and efficiency of the proposed method, a case study on missile system effectiveness assessment with interval data derived from [35] is studied.…”

Section: Weapon System Ranking Based On the Two-grade Ranking Methodsmentioning

confidence: 99%

“…However, despite these advances, there still exists some challenges in the WSEA problem, and the most significant one is the handling of uncertainty [35]- [38]. Since the WSEA may be conducted not only when the weapon system already being deployed, but also when it is still under development, it is generally difficult to obtain detailed and precise information of the weapon system.…”

Section: Introductionmentioning

confidence: 99%

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A Novel Weapon System Effectiveness Assessment Method Based on the Interval-Valued Evidential Reasoning Algorithm and the Analytical Hierarchy Process

Gao

Zhang

2021

IEEE Access

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As one of the most essential parts of the military operation, the ability of weapon systems to achieve the operation mission is vital to the success of a military operation. Focusing on the problem of weapon system effectiveness assessment (WSEA) under interval uncertainty, this paper proposed WSEA method that utilized the interval-valued evidential reasoning (ER) algorithm, the analytical hierarchy process (AHP), and the two-grade interval ranking method to properly deal with interval uncertainty in the assessment as well as provide reliable assessment results. Firstly, the AHP is used to determine the weight of different attributes of the weapon system based on experts' knowledge, which could enhance the subjectiveness of the assessment result. Then, the interval-valued ER algorithm is applied to combine the assessment of different attributes under interval uncertainty and provide the overall assessment result. Finally, the two-grade interval ranking method is utilized to compare and rank the assessment results of different weapons. Case study shows that the proposed method could provide reliable and accurate results for weapon effectiveness assessment. Comparison results and sensitivity analysis results further confirm that the proposed method is not only as effective as existing methods with precise data, but also has the ability to provide reliable results under uncertainty. In conclusion, by utilizing the interval-valued ER algorithm, the AHP and the two-grade interval ranking method, the proposed method provides a novel and effective way for weapon effectiveness assessment under uncertainty, especially interval uncertainty.

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Section: Weapon System Ranking Based On the Two-grade Ranking Methodsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

A Novel Weapon System Effectiveness Assessment Method Based on the Interval-Valued Evidential Reasoning Algorithm and the Analytical Hierarchy Process

Gao

Zhang

2021

IEEE Access

Self Cite

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show abstract

“…The weight in the efficiency calculation is determined by the AHP analytic hierarchy process. The key of this method is to construct a judgment matrix that reflects the relative importance of each scheme in the hierarchical structure [6]. The judgment matrix is given subjectively by experts.…”

Section: Determination Of Weight Relationshipmentioning

confidence: 99%

A Novel High Efficiency Synthetic Fire Strike System

Yuan,

Wang,

Niu

et al. 2023

J. Phys.: Conf. Ser.

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A new type of multi-artillery, multi-functional, multi-purpose synthetically-arranged battle group with high-efficiency fire strike system is constructed. The hierarchical structure and weight relationship of the system are determined by the AHP analytic hierarchy process, and then the inherent ability of each performance index is calculated by the fuzzy membership degree theory. These methods are used to establish the combat effectiveness evaluation model of high-efficiency fire strike system. The analysis shows that, for different damage targets, the deployment method of the efficient fire strike battalion has significantly improved the combat effectiveness of the traditional howitzer battalion. The research results have certain reference value for other arms to improve their weapon combat capabilities, conduct joint weapon operations and evaluate system combat effectiveness.

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“…It provides model design, model assembly, scenario editing, scenario operation, situation display and other development toolsets. It supports highlevel architecture (HLA)/RunTime infrastructure (RTI) [12] and has good flexibility and extensibility. XSIM supports componentization modeling and can schedule event queue according to time queue by the simulation engine to solve the simulation model and realize event promotion.…”

Section: Introductionmentioning

confidence: 99%

Research on agile space emergency launching mission planning simulation and verification method

Feng,

Xiuluo,

Jia

et al. 2023

J. of Syst. Eng. Electron.

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Space emergency launching is to send a satellite into space by using a rapid responsive solid rocket in the bounded time to implement the emergency Earth observation mission. The key and difficult points mainly include the business process construction of launching mission planning, validation of the effectiveness of the launching scheme, etc. This paper proposes the agile space emergency launching mission planning simulation and verification method, which systematically constructs the overall technical framework of space emergency launching mission planning with multi-field area, multi-platform and multi-task parallel under the constraint of resource scheduling for the first time. It supports flexible reconstruction of mission planning processes such as launching target planning, trajectory planning, path planning, action planning and launching time analysis, and can realize on-demand assembly of operation links under different mission scenarios and different plan conditions, so as to quickly modify and generate launching schemes. It supports the fast solution of rocket trajectory data and the accurate analysis of multi-point salvo time window recheck and can realize the fast conflict resolution of launching missions in the dimensions of launching position and launching window sequence. It supports lightweight scenario design, modular flexible simulation, based on launching style, launching platform, launching rules, etc., can realize the independent mapping of mission planning results to two-dimensional and three-dimensional visual simulation models, so as to achieve a smooth connection between mission planning and simulation.

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Weapon system operational effectiveness evaluation based on the belief rule-based system with interval data

Cited by 11 publications

References 53 publications

A Novel Weapon System Effectiveness Assessment Method Based on the Interval-Valued Evidential Reasoning Algorithm and the Analytical Hierarchy Process

A Novel Weapon System Effectiveness Assessment Method Based on the Interval-Valued Evidential Reasoning Algorithm and the Analytical Hierarchy Process

A Novel High Efficiency Synthetic Fire Strike System

Research on agile space emergency launching mission planning simulation and verification method

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