Cooperative threat assessment of multi-aircrafts based on synthetic fuzzy cognitive map

Yu, Guoxing; Xiao-guang, Gao

doi:10.1007/s12204-012-1257-1

Cited by 8 publications

(3 citation statements)

References 2 publications

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“…This method ordinarily constructs a mathematical model according to the relationship between the efficiency index and the given condition, then obtains an estimated value of the efficiency index through theoretical calculation. Frequently used analysis methods include the structural assessment method, the quantification scale method, the phase probability method and the fuzzy evaluation method [1].…”

Section: Introductionmentioning

confidence: 99%

A framework for equipment systems-of-systems effectiveness evaluation using parallel experiments approach

Cheng

Yu-lin

2015

J. of Syst. Eng. Electron.

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Equipment systems-of-systems (SoS) effectiveness evaluation can provide important reference for construction and optimization of the equipment SoS. After discussing the basic theory and methods of parallel experiments, we depict an SoS effectiveness analysis and evaluation method using parallel experiments theory in detail. A case study is carried out which takes the missile defense system as an example. An artificial system of the missile defense system is constructed with the multi-agent modeling method. Then, single factor, multiple factors and defense position deployment computational experiments are carried out and evaluated with the statistical analysis method. Experiment results show that the altitude of the secondary interception missile is not the key factor which affects SoS effectiveness and putting the defense position ahead will increase defense effectiveness. The case study demonstrates the feasibility of the proposed method.

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Section: Introductionmentioning

confidence: 99%

A framework for equipment systems-of-systems effectiveness evaluation using parallel experiments approach

Cheng

Yu-lin

2015

J. of Syst. Eng. Electron.

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“…Research in these areas requires military decision and continuously seeks new techniques and solutions. Many attempts have been made in the methods, algorithms or techniques to perform TA, such as variable weight theory [1], multiple attribute decision making [2][3], fuzzy reasoning [4] , support vector machine [5] , synthetic fuzzy cognitive map [6], etc.. Fuzzy logic and its extensions have been widely used since fuzzy set theory was proposed by Zadeh in 1965 [4].…”

Section: Introductionmentioning

confidence: 99%

Air targets threat assessment based on fuzzy rough reasoning

Wang

Lei

et al. 2015

The 27th Chinese Control and Decision Conference (2015 CCDC)

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“…In recent years, research on TA has been activated, and a variety of theories and algorithms [1][2][3] are used for TA analysis. But, TA models in these methods [1][2] are mostly suitable for close combat, and not suitable for BVR air combat.…”

Section: Introductionmentioning

confidence: 99%

Study on Threat Assessment Based on Rough Ret and Support Vector Machines for Regression in BVR Air Combat

Sun

2013

AMM

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Aiming at the shortage of existing TA methods in BVR air combat, a new TA method based on RS and SVM for regression is advanced, and advantage functions models are structured. Firstly, Missile scope is introduced as a factor of distance, so advantage function of distance is improved. Moreover, advantage functions such as azimuth, enter angle, energy, efficiency are optimized, and goal campaign value is considered as a factor of TA. Secondly, redundancy information of each advantage function is eliminated by reduction of knowledge based on RS, and the final taxis of TA are realized by SVM for regression. Finally, simulation results show the method is rational and effective.

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Cooperative threat assessment of multi-aircrafts based on synthetic fuzzy cognitive map

Cited by 8 publications

References 2 publications

A framework for equipment systems-of-systems effectiveness evaluation using parallel experiments approach

A framework for equipment systems-of-systems effectiveness evaluation using parallel experiments approach

Air targets threat assessment based on fuzzy rough reasoning

Study on Threat Assessment Based on Rough Ret and Support Vector Machines for Regression in BVR Air Combat

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