Publications
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Journal Papers (corresponding authors are marked with *)
Chun-Chih Chiu*, Chyh-Ming Lai, Yu-Shun Liao, Wei-Chang Yeh. (2026). Integration of Deep Reinforcement Learning with Simulation Optimization Applied to Semiconductor Backend Assembly Scheduling Problem. Swarm and Evolutionary Computation, 100, 102252. (SCI). (2024 Impact Factor: 8.5, Ranking: 9/147 (Top 6%), Computer Science, Theory and Methods).
Edward Huang, Chun-Chih Chiu*, James T. Lin (2025) “Order and Rack Allocation of a Robotic Mobile Fulfillment System in a Business-To-Business Environment.” IEEE Transactions on Automation Science and Engineering. Accepted. (SCI). (2024 Impact Factor: 6.4, Ranking: 14/89 (Q1), Automation and Control Systems).
Chyh-Ming Lai, Chun-Chih Chiu*, Tzu-Li Chen (2025). “A nondominated sorting simplified swarm optimization with local search mechanisms for multi-objective vehicle routing problems with time windows.” Applied Soft Computing, 174, 12989. (SCI). (2024 Impact Factor: 6.6, Ranking: 24/175 (Q1), Computer Science, Interdisciplinary Applications, 35/204 (Q1), Computer Science, Artificial Intelligence)
Chun-Chih Chiu, Hao Huang, Ching-Fu Chen (2024). “A Simulation-based Optimization Approach for the Recharging Scheduling Problem of Electric Buses.” Transportation Research Part E: Logistics and Transportation Review, 192, 103835. (SCI, SSCI). (2024 Impact Factor: 8.8, Ranking: 12/617, Economics (Top 1.9%), Ranking: 3/183, Engineering, Civil (Top 1.4%))
Chun-Chih Chiu, Chyh-Ming Lai, Yu-Chi Liu. (2024). “An optimal computing allocation strategy for swarm-based algorithm in simulation-based optimization problem with stochastic constraint” Asia-Pacific Journal of Operational Research. Online publication. (SCI). https://doi.org/10.1142/S0217595924400025. (2024 Impact Factor: 1.0, Ranking: 98/106, Operation Research & Management Science)
Yin-Yann Chen, Tzu-Li Chen, Chun-Chih Chiu*, Yi-Jia Wua. (2023). “A multi-trip vehicle routing problems considering time windows and limited duration under a heterogeneous fleet and parking constraints in cold supply chain logistics” Transportation Planning and Technology. 46(3), pp. 330–358. (SCI). (2023 Impact Factor: 1.3, 2023 Ranking: 50/72, Transportation Science & Technology).
Chun-Chih Chiu*, Chyh-Ming Lai, Chien-Ming Chen. (2023). “An evolutionary simulation-optimization approach for the problem of order allocation with flexible splitting rule in semiconductor assembly.” Applied Intelligence. 53, pp.2593–2615. (SCI) (2023 Impact Factor: 3.4, Ranking: 78/197, Computer Science, Artificial Intelligence).
Chyh-Ming Lai, Chun-Chih Chiu*, Yuh-Chuan Shih, Hsin-Ping Huang. (2022). “A hybrid feature selection algorithm using simplified swarm optimization for body fat prediction.” Computer Methods and Programs in Biomedicine. 226, 107183. (SCI). 2022 Impact Factor: 6.1, Ranking: 15/111 (Q1), Computer Science, Theory and Methods, Ranking: 32/170 (Q1), Computer Science, Interdisciplinary Applications).
Chun-Chih Chiu, Chyh-Ming Lai*. (2022). “Multi-objective missile boat scheduling problem using an integrated approach of NSGA-II, MOEAD, and data envelopment analysis.” Applied Soft Computing. 127, 109353. (SCI). (2022 Impact Factor: 8.7, Ranking: 12/110 (Q1), Computer Science, Interdisciplinary Applications, Ranking: 21/145 (Q1), Computer Science, Artificial Intelligence).
Chun-Chih Chiu*, James T. Lin. (2022). “An efficient elite-based simulation-optimization approach for stochastic resource allocation problems in manufacturing and service systems” Asia-Pacific Journal of Operational Research. 39(3), 2150030. (SCI). (2022 Impact Factor: 1.4, Ranking: 72/86, Operation Research & Management Science).
Chun-Chih Chiu, James T. Lin. (2021). “Hybrid evolutionary algorithm with an optimal sample allocation strategy for multifidelity simulation optimization problems.” Asia-Pacific Journal of Operational Research. 38(2), 2050043. (SCI). (2021 Impact Factor: 1.07, Ranking: 83/87, Operation Research & Management Science)
Chyh-Ming Lai, Chun-Chih Chiu*, Wei-Che Liu, and Wei-Chang Yeh. (2019). “A novel nondominated sorting simplified swarm optimization for multi-stage capacitated facility location problems with multiple quantitative and qualitative objectives.” Applied Soft Computing. 84,105684. (SCI). (2019 Impact Factor: 5.472, Ranking: 9/109 (Top 10%), Computer Science, Interdisciplinary Applications, Ranking: 20/137 (Q1), Computer Science, Artificial Intelligence).
James T. Lin, Chun-Chih Chiu, Yu-Hsiang Chang. (2019). “Simulation-based optimization approach for simultaneous scheduling of vehicles and machines with processing time uncertainty in FMS.” Flexible Services and Manufacturing Journal. 31(1), pp. 104–141. (SCI). (2019 Impact Factor: 2.368, Ranking: 32/83, Operations Research & Management Science, Ranking: 24/48, Engineering, Manufacturing).
Chun-Chih Chiu, James T. Lin. (2018). “A novel optimal replication allocation strategy for particle swarm optimization algorithms applied to simulation optimization problem.” Applied Soft Computing. 71, pp.591-607 (SCI). (2018 Impact Factor: 4.873, Ranking: 11/106 (Top 10%), Computer Science, Interdisciplinary Applications, 2018 Ranking: 20/134 (Q1), Computer Science, Artificial Intelligence
James. T. Lin, Chun-Chih Chiu. (2018). “A hybrid particle swarm optimization with local search for stochastic resource allocation problem.” Journal of Intelligent Manufacturing. 29, pp.481-495. (SCI) (2018 Impact Factor: 3.535, 2018 Ranking: 12/49 (Q1), Engineering, Manufacturing, Ranking: 35/133, Computer Science, Artificial Intelligence).
James T. Lin, Chun-Chih Chiu, Edward Huang, Hung-Ming Chen. (2018) “A multi-fidelity model approach for simultaneous scheduling of machines and vehicles in flexible manufacturing systems.” Asia-Pacific Journal of Operational Research. 35(1), pp.185005-185025. (SCI). (2018 Impact Factor: 0.561, Ranking: 82/84, Operation Research & Management Science).
Chun-Chih Chiu, James T. Lin. (2017). “Novel hybrid approach with elite group optimal computing budget allocation for the stochastic multimodal problem.” Neurocomputing. 260, pp.449-465. (SCI). (2017 Impact Factor: 3.241, Ranking: 27/132 (Q1), Computer Science, Artificial Intelligence).
Chien-Ming Chen, James. T. Lin, Chun-Chih Chiu, Hsin-Ying Fang. (2013). “Simulation optimization with PSO and OCBA for semiconductor back-end assembly.” Journal of Industrial and Production Engineering. 30 (7), pp.452-460. (ESCI)
Wang, Wen-Pai, Chun-Chih Chiu. (2012). “Scheduling unrelated parallel machines with setup consideration applying GA and response surface method.” International Journal of Services Operations and Informatics (IJSOI). 7(2/3) pp.212-228.
Wang, Wen-Pai, Chun-Chih Chiu. (2011). “The Impact of order allocation decision on supply chain benefits under multiple suppliers.” Journal of Industrial and Production Engineering. 28 (5), pp.370-381. (ESCI).
Refereed Conference Proceedings
Chun-Chih Chiu*, Wei-Ming Kuo. A Multi-Fidelity Simulation Optimization Framework Applied to the Pod Sequencing Problem in A Robotic Mobile Fulfillment System, 2025 8th European Conference on Industrial Engineering and Operations Management, 2025.
Chun-Chih Chiu*, Wei-Ming Kuo. An enhanced genetic algorithm for determining pod selection and sequence in robotic mobile fulfillment system, 2024 The 11th International Conference on Industrial Engineering and Applications, 2024.
Chun-Chih Chiu*, Tzu-Mei Liao, James T. Lin, Simulation Optimization Approach for Setting the Buffer Zone Mechanism of the Baggage Handling System in an Airport, International Conference on Innovation and Management Summer, 2023. （Best Paper Award）
Chun-Chih Chiu*, I-Ching Lin, Ching-Fu Chen, Charging Schedule Problem of Electric Buses Using Discrete Event Simulation with Different Charging Rules, Winter Simulation Conference, 2022.
James T. Lin, Chun-Chih Chiu*, A Particle Swarm Optimization with Computing Budget Allocation for Stochastic Buffer Allocation Problem. International Conference of Computers & Industrial Engineering, 2017.
James T Lin, Chun-Hui Chao, Irene Liou, Chun-Chih Chiu, Performance Impact of Carousel based Unloading zone at Airport Baggage Handling System by Simulation Model, International Conference on Innovation and Management, 2017.
Chiu-Chiu Chiu, Si Zhang, Edward Huang, James T. Lin, Lu Zhen, “Improving the efficiency of evolutionary algorithms for large-scale optimization with multi-fidelity models.” Winter Simulation Conference, 2016. Acceptance rate 69%
James T. Lin, Chun-Chih Chiu, Ying Xie, “A Hybrid Genetic Algorithm for Resource Allocation Problem with Uncertainty.” The 16th Asia Pacific Industrial Engineering and Management Systems Conference, 2015.
James T. Lin, Chun-Chih Chiu, Yu-Hsiang Chang, Hung-Ming Chen. “A Hybrid Genetic Algorithm for Simultaneous Scheduling of Machines and AGVs in FMS.” 2nd International Conference on Industrial Engineering, Management Science and Applications, 2015.
James T. Lin, Irene Liou, Chun-Chih Chiu, “A Simulation-based for Inter Release Problem in Airport Baggage Handling Systems.” 2nd International Conference on Industrial Engineering, Management Science and Applications, 2015.
James T. Lin, Edward Huang, Ping-Hsi Shih, Chun-Chih Chiu, “Airport Baggage Handling System Simulation Modeling Using SysML.” 5th International Conference on Industrial Engineering and Operations Management, 2015.
James T. Lin, Chun-Chih Chiu, “A PSO-based Hybrid Approach for Buffer Allocation Problem with Uncertainty.” The 15th Asia Pacific Industrial Engineering and Management Systems Conference, 2014.
James T. Lin and Chun-Chih Chiu, “A Hybrid Search Algorithm with Optimal Computing Budget Allocation for Resource Allocation Problem.” Winter Simulation Conference 2013. Acceptance rate 69%
邱俊智、郭偉銘、賴智明、邱靜娥，2024〈多細緻度模擬最佳化方法應用於料架順序指派與最短機器人路徑距離問題〉， 2024 中國工業工程學會年會暨學術研討會，台 北，國立臺北科技大學。（最佳論文獎）
邱俊智、李冠廷、賴智明、邱靜娥，2024〈改良簡群演算法應用於非線性電動公車充電排程問題〉， 2024 中國工業工程學會年會暨學術研討會，台北，國立臺北科技大 學。
邱俊智，陳煜憲，邱靜娥，2024〈應用基因演算法於考慮機台故障的半導體封裝排程之研究〉， 2024第二十屆台灣作業研究學會年會暨國際研討會，台南，成功大學。
謝宇翔、曾益宏、邱俊智、劉又齊，2024〈基於聚類分析之智慧生產排程系統〉，第 十四屆網路智能與應用研討會 NCWIA2024，雲林，雲林科技大學。
邱俊智、廖淯舜、賴智明、葉維彰，2023〈應用簡化粒子群演算法於半導體後段組件排程問題〉， 2023中國工業工程學會年會暨學術研討會，台中，逢甲大學。
林志興、郭宗益、劉洵、邱俊智、劉又齊，2023〈基於基因演算法之最佳化產線排程系統〉， 第28屆人工智慧與應用國際研討會 TAAI 2023，雲林，雲林科技大學。
賴智明、吳松霈、邱俊智，2023〈應用空間眾包建構地面部隊自主接戰之最佳化模 型〉， 2023 第十九屆台灣作業研究學會年會暨國際研討會及第二十一屆管理學術研討會，台中，勤益科技大學。
賴智明、廖勝邦、邱俊智，2023〈作戰情境下的無人機路徑規劃-應用於複雜城市環境之研究〉， 2023 第十九屆台灣作業研究學會年會暨國際研討會及第二十一屆管理學術研討會，台中，勤益科技大學。
邱俊智*、賴智明、陳秀靜，2023〈地面伏擊兵力部署最佳化〉， 2023 年國防大學戰略研究中心專題研究論壇暨資源管理及決策研究所研討會，台北，國防大學管理學 院。
邱俊智*，2023〈電動公車充電排程問題探討〉， 2023 創新發明應用研討會，台中， 勤益科技大學。
賴智明、邱俊智、林昕頤，2023〈以簡群演算法求解感測器-武器-目標分配問題〉， 2023創新發明應用研討會，台中，勤益科技大學。
郭舫君、賴智明、邱俊智，2023〈整合簡群演算法與 Dijkstra 算法求解最小化最大複合值網路攔截模型〉， 2023 創新發明應用研討會，台中，勤益科技大學。（最佳論文獎）
邱俊智*，2022〈訂單及料架分配問題於智慧機器人倉儲系統之研究〉，2022 第三屆中華物聯網與人工智慧研究學會年會暨國際研討會及第 20 屆管理學術研討會，台中，勤益科技大學。
賴智明、邱俊智、林昕頤，2022〈運用簡群演算法求解目標威脅下之感測器-武器-目標分配問題〉，2022第三屆中華物聯網與人工智慧研究學會年會暨國際研討會及第20 屆管理學術研討會，台中，勤益科技大學。（最佳論文獎）
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