Tongshan, China
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Kong L.,Air Force Logistic Academy | Wang Z.,Xuzhou Institute of Technology | Zhang Y.,Xuzhou Institute of Technology
Proceedings - 2012 International Conference on Computer Science and Service System, CSSS 2012 | Year: 2012

the paper according to the sampling inspection result of Jiangsu province educational devotion data from 1993 to 2010 and neural network simulation, we gain that the intervals of the proportion between government education investment and citizen education investment, between independency neural network of gross region product with undergraduate junior and elementary school of eleven-plus, and between independency neural network of investment capital asserts and manpower, the interference referee model for economic system is foundation. The data go through the processes of normalization, index cluster and entropy method so as to match the real situation. Eventually conformity three independency subsystems constitute perfectly economy system neural network. Simulation shows increasing educational investment is a must if our present and future development is to be taken into consideration. © 2012 IEEE.


Kong L.,Air Force Logistic Academy | Li D.,Air Force Logistic Academy | Zhao Y.,Air Force Logistic Academy
Proceedings of the 2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2012 | Year: 2012

the model for automobile engine performance monitoring and fault detection was proposed based on adaptive neural fuzzy interference system. With recognition mechanism of the adaptive neural fuzzy interference system, according to the properties of entropy, this paper using entropy optimizes the input interface of adaptive neural fuzzy interference system this model was combined with characteristic performance of automobile engine to attain the degrees of engine performance's abnormal state for monitoring engine performance. The approach can sensitively and accurately reflect the whole performance of the engine. Meanwhile, this method improves the rate of identifying whether the performance of the engine is normal or not, finds out the potential forepart fault of engine and prevents the spread of the fault. The validity of this method is testified by monitoring certain type of cummins engine 6BT5.9. © 2012 IEEE.


Zhao Y.,Air Force Logistic Academy | Kong L.,Air Force Logistic Academy | He G.,Air Force Logistic Academy
Proceedings of the 2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2012 | Year: 2012

in order to solve the fault diagnosis problem of automobile engine, the thesis puts forward an entropy-based grey correlation fault diagnosis prediction model. In light of the momentary of oil parameter for automobile engine, entropy-based data fusion can determine the weight of each factor in comprehensive evaluation. Then it makes forecast by grey correlation and evaluation of system oil. The result indicates that, the model is reliable, with strong generalization ability and higher failure recognition rate than that of the single models. © 2012 IEEE.


Li D.,Air Force Logistic Academy | Kong L.,Air Force Logistic Academy | Zhao Y.,Air Force Logistic Academy
Proceedings of the 2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2012 | Year: 2012

this paper introduces a model of grey incidence prediction based on minimum distance cluster analysis. Due to the fact that there are too many sub-indexes for performance parameter of automobile engine, cluster analysis is conducted to realize dimension reduction. This model was combined with characteristic performance of automobile engine to attain the degrees of engine performance's state for monitoring engine performance. This method finds out the potential forepart fault of engine and prevents the spread of the fault. The result indicates that, the prediction model is better than that of the single models for higher precision and smaller error. © 2012 IEEE.


Jiang B.,Jiangsu University | Liang Y.-B.,Jiangsu University | Kong L.-F.,Air Force Logistic Academy | Tu X.-J.,Jiangsu University | And 3 more authors.
RSC Advances | Year: 2014

A new and flexible three-component reaction has been established for the highly diastereoselective synthesis of bicyclic hexahydroquinoline-2,5-diones and pyrazolo[3,4-b]pyridin-6(7H)-ones using low-cost and readily accessible 4-hydroxypyran-2-ones, aromatic aldehydes, N-aryl enaminones and pyrazole-5-amines. This reaction process involves a Knoevenagel condensation/Michael addition cyclization/ring-opening of 4-hydroxypyran-2-one sequence. This journal is © the Partner Organisations 2014.


Kong L.,Air Force Logistic Academy | Zhao Y.,Air Force Logistic Academy | Liu X.,Air Force Logistic Academy
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Year: 2012

Because of complex relationships between of educational devotion and economic development, this thesis uses the sampling inspection result of Jiang Su province educational devotion data, presents nonlinear restoration method for establishing the basic reactions of education and economics, gains the minimal structural educational devotion through the proportion of citizen education investment and government education investment and economic development of relation model. Simulation results hybrid differential evolution algorithm and grey incidence based on entropy restoration algorithm is effective, efficient and robust for solving the optimization inverse proportion of educational devotion and gross domestic product problems. © 2012 Springer-Verlag.


Kong L.,Air Force Logistic Academy | Wang Z.,Xuzhou Institute of Technology | Wang W.,Air Force Logistic Academy
Communications in Computer and Information Science | Year: 2012

In practical question, the standard to judge whether an engine performs properly is fuzzy, as it's difficult to give a critical value definitely. According to the engine condition and the complexity, uncertainty and nonlinear of the corresponding parameters, this paper proposed boundary optimization gradient genetic algorithm. In gradient genetic algorithm, BP algorithm of local search is introduced. The adaptive value of chromosomes group gets quickly improved with the search in one coding field getting avoided due to the utilization of knowledge of chromosomes in problem-domain. The crossover and mutation operations are added so that chromosomes will not fall into the local minimum point in neighborhood. Experiment indicates gradient genetic algorithm is a fast algorithm that can support the local optimization of individual chromosome and the global optimization of chromosomes in a group. © Springer-Verlag Berlin Heidelberg 2012.


Zhang W.,Air Force Logistic Academy | He G.,Air Force Logistic Academy | Kong L.,Air Force Logistic Academy
Communications in Computer and Information Science | Year: 2012

Aiming at the educational investment scheduling that is a complex hard combinatorial problem between education and economy, an effective algorithm based on differential evolution is proposed by using a special investing scheme and combining DE based evolutionary search and local search, the exploration and exploitation abilities are enhanced and well balanced for solving the educational problems. The compertz model is established to predict the family education investment in 2008. After this, the government education investment in 2008 can be got through minimum education investment structure. Simulation results demonstrate the proposed algorithm is effective. © Springer-Verlag Berlin Heidelberg 2012.


Kong L.,Air force logistic academy | Liao D.,Air force logistic academy | Liu X.,Air force logistic academy
Applied Mechanics and Materials | Year: 2013

An adaptive genetic algorithm was proposed to optimization bound in order to speed up the convergence of Gaussian mean shift. In practical question, as it's difficult to give a critical value definitely. According to the engine nonlinear of the corresponding oil and performance parameters, in gradient genetic algorithm, BP algorithm of local search is introduced. The adaptive value of chromosomes group gets quickly improved with the search in one coding field getting avoided due to the utilization of knowledge of chromosomes in problem-domain. The crossover and mutation operations are added so that chromosomes will not fall into the local minimum point in neighborhood. The experimental results prove that the convergence speed of the proposed method is non-linear and the use of gradient genetic algorithm is a fast algorithm that can support the global optimization of chromosomes in a group of process of iteration. © (2013) Trans Tech Publications, Switzerland.


Qiu J.-K.,Jiangsu University | Qiu J.-K.,Nanjing University of Technology | Hao W.-J.,Jiangsu University | Kong L.-F.,Air Force Logistic Academy | And 3 more authors.
Tetrahedron Letters | Year: 2016

A metal-free arylsulfonyl radical-triggered desulfonylation of N-aryl-N-arylsulfonyl-acrylamides under mild conditions for the facile synthesis of a series of sulfonylated amides has been described. The radical transformation simultaneously installs C-S and C-C bonds with concomitant cleavage of N-S and C-S bonds through continuous 5-exo-trig cyclization, desulfonylation, and aryl migration sequence. © 2016 Elsevier Ltd. All rights reserved.

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