Publications

 

Journal Papers

  1. Doddy Prayogo, Min-Yuan Cheng, Handy Prayogo (2017) A Novel Implementation of Nature-inspired Optimization for Civil Engineering: A Comparative Study of Symbiotic Organisms Search. Civil Engineering Dimension 19 (1):36-43.
  2. Min-Yuan Cheng, Doddy Prayogo (2017) A novel fuzzy adaptive teaching–learning-based optimization (FATLBO) for solving structural optimization problems. Engineering with Computers 33 (1):55-69.
  3. Min-Yuan Cheng, Doddy Prayogo, Yi-Hsu Ju, Yu-Wei Wu, Sylviana Sutanto (2016) Optimizing mixture properties of biodiesel production using genetic algorithm-based evolutionary support vector machine. International Journal of Green Energy 13 (15):1599-1607.
  4. Min-Yuan Cheng, Doddy Prayogo, Yu-Wei Wu, Martin Marcellinus Lukito (2016) A Hybrid Harmony Search algorithm for discrete sizing optimization of truss structure. Automation in Construction 69:21-33.
  5. Duc-Hoc Tran, Min-Yuan Cheng, Doddy Prayogo (2016) A novel Multiple Objective Symbiotic Organisms Search (MOSOS) for time–cost–labor utilization tradeoff problem. Knowledge-Based Systems 94:132-145.
  6. Min-Yuan Cheng, Doddy Prayogo, Duc-Hoc Tran (2016) Optimizing Multiple-Resources Leveling in Multiple Projects Using Discrete Symbiotic Organisms Search. Journal of Computing in Civil Engineering 30 (3), 04015036.
  7. Min-Yuan Cheng, Doddy Prayogo (2016) Fuzzy adaptive teaching–learning-based optimization for global numerical optimization. Neural Computing and Applications:1-19.
  8. Min-Yuan Cheng, Dedy Kurniawan Wibowo, Doddy Prayogo, Andreas F. V. Roy (2015) Predicting productivity loss caused by change orders using the evolutionary fuzzy support vector machine inference model. Journal of Civil Engineering and Management 21 (7):881-892.
  9. Min-Yuan Cheng, Chien-Kuo Chiu, Yung-Fang Chiu, Yu-Wei Wu, Zih-Long Syu, Doddy Prayogo, Cheng-Hsuan Lin (2014) SOS optimization model for bridge life cycle risk evaluation and maintenance strategies. Journal of the Chinese Institute of Civil and Hydraulic Engineering 26 (4):293-308.
  10. Min-Yuan Cheng, Doddy Prayogo (2014) Symbiotic Organisms Search: A new metaheuristic optimization algorithm. Computer & Structures 139:98-112. [Matlab Code]
  11. Min-Yuan Cheng, Pratama Mahardika Firdausi, Doddy Prayogo (2014) High-performance concrete compressive strength prediction using Genetic Weighted Pyramid Operation Tree (GWPOT). Engineering Applications of Artificial Intelligence 29:104-113.
  12. Min-Yuan Cheng, Doddy Prayogo, Yu-Wei Wu (2014) Novel Genetic Algorithm-Based Evolutionary Support Vector Machine for Optimizing High-Performance Concrete Mixture. Journal of Computing in Civil Engineering 28 (4), 06014003.

 


 

Conference Papers

  1. Min-Yuan Cheng, Doddy Prayogo (2016) Modeling the Permanent Deformation Behavior of Asphalt Mixtures Using a Novel Hybrid Computational Intelligence. The 33rd International Symposium on Automation and Robotics in Construction (ISARC). Austin, United States.
  2. Doddy Prayogo, Min-Yuan Cheng (2013) Black Hole-inspired Algorithm: an Intelligent Approach for Solving Constrained Structural Design Optimization. The 4th International Euro Asia Civil Engineering Forum (EACEF). Singapore.
  3. Min-Yuan Cheng, Doddy Prayogo (2012) Optimizing Biodiesel Production from Rice Bran Using Artificial Intelligence Approaches. 12th Annual Indonesian Students’ International Scientific Meeting (TIIMI-2012). London, United Kingdom.
  4. Dedy K. Wibowo, Min-Yuan Cheng, Doddy Prayogo (2012) Solving Structural Optimization Problem Using Bare-Bones Particle Swarm Optimization. The 1st International Conference on Sustainable Civil Engineering Structures and Construction Materials. Yogjakarta, Indonesia.
  5. Doddy Prayogo, Min-Yuan Cheng, Dedy K. Wibowo (2012) Artificial Intelligence Approaches for Optimizing High-Performance Concrete Mix Design. The 1st International Conference on Sustainable Civil Engineering Structures and Construction Materials. Yogjakarta, Indonesia.
  6. Doddy Prayogo, Min-Yuan Cheng, Dedy K. Wibowo (2012) Minimizing Construction Cost and CO2 Emission Problem by Imitating the Behavior of Ant Colony. The 1st International Conference on Sustainable Civil Engineering Structures and Construction Materials. Yogjakarta, Indonesia.

 


 

Book Chapters

  1. Doddy Prayogo, Min-Yuan Cheng. Optimizing Biodiesel Production from Rice Bran Using Artificial Intelligence Approaches. In Irawati D. et al (Ed.), Greening Economics: The Greening of Indonesia (91-114), Reading, UK: The Green Economics Institute.