3044永利集团研究生導師簡況表

1、個人基本信息

 2、教育背景

 3、研究領域

(1) 基于知識圖譜與模糊Petri網的知識表示與推理

(2) 群智能算法及其在醫學圖像上的應用

4、在研與完成的主要課題

4.1 主持科研課題：

在研課題

(1) 湖南省自然科學基金:知識-數據驅動視角下基于武陵山片區苗族醫學的胃病輔助診斷研究(2024-2026)

(2) 湖南省教育廳科學研究優秀青年項目： 基于改進布谷鳥搜索算法的特征選擇模型(2022-2025)

 已結題

(1) 國家自然科學基金：基于武陵山片區苗族醫學胃病診斷理論的臨床決策系統研究(2021-2024) 

(2) 國家自然科學基金：基于改進模糊Petri網的苗醫自動診斷研究-以胃病診斷為例(2018-2018)

(3) 湖南省自然科學基金：一種基于湘西土家醫、苗醫胃病診斷知識庫的改進模糊Petri網模型及其參數優化機制研究(2020-2022)

(4) 湖南省教育廳科學研究優青年項目：基于湘西土家族、苗族醫學理論的胃病診斷智能決策系統(2018-2021)

(5) 湘西自治州科技計劃項目：湘西州産業鍊科技創新及科學普及研究—子課題：基于改進布谷鳥算法的無人機集群系統協同控制(2022-2023)

(6) 湖南省教育廳科學研究一般項目：通用模糊Petri網的建模、仿真工具(2016-2018）

5、第一作者或者通訊作者論文、專著與專利

5.1 SCI/ESCI期刊

(1) Qin F(研究生),  Zain A M, Zhou K Q*,  Zhuo D B. Hybrid weighted fuzzy production rule extraction utilizing modified harmony search and BPNN[J]. Scientific Reports, , 2025, 15: 11012

(2) Xiang Y H(研究生), Zhou K Q*, Sarkheyli-Hägele A, Yusoff Y, Kang D W, Zain A M. Parallel fault diagnosis using hierarchical fuzzy Petri net by reversible and dynamic decomposition mechanism[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(1)：93-108 (卓越期刊，信息通信領域和計算領域T1期刊，CCF C類，CAAI B類)

(3) Yang  S Y(研究生), Xiang Y H, Kang D W, Zhou K Q*. An Improved Cuckoo Search Algorithm for Maximizing the Coverage Range of Wireless Sensor Networks[J]. Baghdad Science Journal, 2024, 21(2): 568-583 (ESCI)

(4)Ye S Q(研究生), Zhou K Q*, Zain A M, Wang F L, Yusoff Y. A modified harmony search algorithm and its applications in weight fuzzy production rule extraction[J]. Frontiers of Information Technology & Electronic Engineering, 2023, 24(11):1574-1590 (卓越期刊，信息通信領域和計算領域T1期刊，CCF C類，CAAI B類) 

(5) Zhang X Y(研究生),Zhou K Q*, Li P C,Xiang Y H, Zain A M, Sarkheyli-Hägele A. An Improved Chaos Sparrow Search Optimization Algorithm Using Adaptive Weight Modification and Hybrid Strategies[J]. IEEE Access, 2022, 10: 96159-96179.

(6) Jiang W(研究生), Zhou K Q*, Sarkheyli-Hägele A, Zain A M, Modeling, Reasoning, and Application of Fuzzy Petri Net Model: A Survey[J]. Artificial Intelligence Review, 2022, 55(4): 6567–6605. ( CAAI B類)

(7)Ye S Q(研究生), Zhou K Q*, Zhang C X, Zain A M, Ou Y. An Improved Multi-Objective Cuckoo Search Approach by Exploring the Balance between Development and Exploration[J]. Electronics, 2022, 11(5): 704.

 (8)Zhang C X(研究生), Zhou K Q*, Ye S Q, Zain A M. An improved cuckoo search algorithm utilizing nonlinear inertia weight and differential evolution for function optimization problem[J]. IEEE Access, 2021, 9: 161352-161373.

(9) Zhou K Q*, Jiang W, Ye S Q, Ding L. Modified Harmony Search Combing Artificial Bee Colony Operator with Lévy Flight for Function Optimization Problem[J].Journal of Nonlinear and Convex Analysis, 2021, 22(10): 2301-2312

 (10) Li H C(本科生), Zhou K Q*, Mo L P, Zain A M, Qin F. Weighted Fuzzy Production Rule Extraction Using Modified Harmony Search Algorithm and BP Neural Network Framework[J]. IEEE Access, 2020, 8: 186620-186637.

(11) Zhou K Q*, Mo L P, Jin J, Zain A M. An equivalent generating algorithm to model fuzzy Petri net for knowledge-based system[J]. Journal of Intelligent Manufacturing, 2019, 30(4): 1831-1842.  (中科院一區 TOP, CAAI C類)

(12) Zhou K Q*, Gui W H, Mo L P, Zain A M. A bidirectional diagnosis algorithm of fuzzy Petri net using inner-reasoning-path[J]. Symmetry, 2018, 10(6): 192.

(13) Zhou K Q*, Mo L P, Ding L, Gui W H. An Automatic Algorithm to Generate a Reachability Tree for Large-Scale Fuzzy Petri Net by And/Or Graph[J]. Symmetry, 2018, 10(10): 454.

(14) Zhou K Q*, Zain A M. Fuzzy Petri nets and industrial applications: a review[J]. Artificial Intelligence Review, 2016, 45(4): 405-446. ( CAAI B類)

(15) Zhou K Q*, Zain A M, Mo L P. Dynamic properties of fuzzy Petri net model and related analysis[J]. Journal of Central South University, 2015, 22(12): 4717-4723. （卓越期刊）

(16) Zhou K Q*, Zain A M, Mo L P. A decomposition algorithm of fuzzy Petri net using an index function and incidence matrix[J]. Expert Systems with Applications, 2015, 42(8): 3980-3990. (中科院一區 TOP，CCF C類, CAAI C類)

5.2 國際會議

(1)  Zhang J C(研究生), Zain A M., Zhou K Q*., Chen X., Zhang R M. (2023). Fusing Fine-Grained Information of Sequential News for Personalized News Recommendation[C]//Database and Expert Systems Applications. DEXA 2023. Lecture Notes in Computer Science, vol 14147: 119–125 (CCF C)

(2) Wang F L(研究生), Ye S Q, Kang D W, Zain, A M, Zhou K Q*. Chinese Sentence Similarity Calculation Based on Modifiers[C]//International Conference on Adaptive and Intelligent Systems. Springer, Cham, 2022: 301-310.

(3) Li P C(研究生), Zhang X Y, Zain A M, Zhou K Q*. (2022). An Improved Cuckoo Search Algorithm Using Elite Opposition-Based Learning and Golden Sine Operator[C]//International Conference on Adaptive and Intelligent Systems. Springer, Cham, 2022: 276-288.

(4) Ye S Q(研究生), Wang F L, Ou Y, Zhang C X, Zhou K Q*. An improved cuckoo search combing artificial bee colony operator opposition-based learning[C], 2021 China Automation Congress (CAC), 2021 1199-1204.

(5) Ye S Q(研究生), Wang F L, Zhou K Q*. A Modified Cuckoo Search Algorithm and Its Applications in Function Optimization[C], Journal of Physics: Conference Series. IOP Publishing, 2021, 2129(1): 012025.

(6) Liu B Y(本科生), Zhou K Q*, Ahmad S Z R S. Divide Large Scale Fuzzy Petri Net into Equivalent Sub-FPNs using Reachability Tree[C], IOP Conference Series: Materials Science and Engineering. IOPPublishing, 2020, 864(1): 012062.

(7) Jiang W(研究生), Zhou K Q*, Mo L P. Parameter Optimization Strategy of Fuzzy Petri Net Utilizing Hybrid GA-SFLA Algorithm[C], International Conference on Simulation Tools and Techniques. Springer, Cham, 2019: 416-426.

5.3 中文期刊

(1)  周恺卿*，楊森宇(研究生)，康棣文，歐雲. 基于改進布谷鳥搜索算法的無線傳感器網絡覆蓋優化[J].河南理工大學學報（自然科學版）2024（錄用）

(2)  張軒宇(研究生),周恺卿*,向寅鴻,康棣文.基于多阈值帶環路模糊Petri網模型的醫療診斷[J].哈爾濱理工大學學報.2024, 29(6): 91-100

(3)  向寅鴻(研究生);周恺卿*;楊森宇;張軒宇;康棣文.基于逆向搜索的模糊Petri網分層算法[J].計算機應用.2023,43(12):3676-3682

(4) 章成旭(研究生),葉紹強,周恺卿*,歐雲. 基于粗糙集和改進二進制布谷鳥搜索算法的高維數據特征選擇[J].南京大學學報(自然科學版).2022,58(4):584–593.

(5)  李宗正(研究生),周恺卿*, 歐雲,丁雷.基于基因交換的參數自适應人工魚群算法[J].計算機應用.2022,42(3):701-707.

(6)  周恺卿*,李航程(本科生),莫禮平.基于全局最優的自适應和聲搜索算法[J].山東大學學報(工學版),2021,51(02):47-56.

5.4 發明專利（第一申請人）

(1) 基于同構理論的字符識别方法、裝置及終端設備，專利号：ZL 2018 1 0127075.4

(2) 字符同構檢測方法及裝置，專利号：ZL 2018 1 0126894.7