Postdoctoral Research Associate in Agent-based Modelling
University of Lincoln
05.2021 - 08.2022
Applying multi-agent model and machine learning method to develop the supervised learning system to digest the food waste in sandwich production industry
Developing the multi-agent model that working with the ERP system to estimate the ingredients stock optimization
Integrated machine learning model for order optimization to resolve the bull-wipe effect for food supply chain
Education
Postdoctoral - Agent-based modelling
University of Lincoln
05.2021 - 08.2022
Ph.D. - Computer Science
Lincoln University
12.2016 - 12.2021
Master’s Degree - Computer Engineering, Minor in Information Engineering
Prince of Songkhla University (Hadyai Campus)
09.2006 - 05.2010
Bachelor of Science - Statistics
Prince of Songkhla University (Hadyai Campus)
06.2001 - 03.2005
Research Interests
Mathematics and Computational method
Machine learning
Agent and Multi-agent model
Artificial intelligence (AI) algorithm and method
Network analysis, shortest path solution for disaster situation
Intelligent Home Networking
Service Oriented Architecture (SOA)
Information Engineering
Mobile Application and Service
Scholarship
Postdoctoral Research fellow, Research Association on Agent-based modelling, University of Lincoln, United Kingdom
Summer school scholarship, International Summer School on Companion Technology: Theory and Application, Ulm, Germany, 09/09/17 - 09/13/17, IEEE Systems, Man, Cybernetics Society
Ph.D. Scholarship, Bansomdejchaopraya Rajabhut University
Publications
Chiewchan K., Anthony P., Samarasinghe S., 2019, Agent Based Irrigation Management for Mixed-Cropping Farms, Computational Science and Technology, Alfred R., Lim Y., Ibrahim A., Anthony P., 481, Springer, Singapore, https://doi.org/10.1007/978-981-13-2622-6_46
Chiewchan K., Anthony P., Birendra K.C., Samarasinghe S., 2020, Improving Water Allocation Using Multi-agent Negotiation Mechanisms, Agents and Multi-agent Systems: Technologies and Applications 2019, Jezic G., Chen-Burger YH., Kusek M., Šperka R., Howlett R., Jain L., 148, Springer, Singapore, https://doi.org/10.1007/978-981-13-8679-4_9
Chiewchan K., Anthony P., Birendra K.C., Samarasinghe S., 2021, Improving Water Distribution in a Multi-Agent System Using Fixed Multiunit First-Price Sealed-Bid Auction, Agents and Multi-Agent Systems: Technologies and Applications 2021, Jezic G., Chen-Burger J., Kusek M., Sperka R., Howlett R.J., Jain L.C., 241, Springer, Singapore, https://doi.org/10.1007/978-981-16-2994-5_39
Chiewchan, K., Anthony, P., Birendra, K. C., & Samarasinghe, S., 2022, Water distribution in community irrigation using a multi-agent system, Journal of the Royal Society of New Zealand, 1-21
Research
Machine learning
Supervised and unsupervised modelling
Agent and Multi-agent model
Market matching and bidding mechanism
Shortest Path Algorithm
Shortest Path with Traffic flow and Land management
Dijkstra and A
Algorithm analysis
Service-Oriented Architecture (SOA)
Component-Oriented Programming (SOA Concept)
OSGi Framework
Computer Network
Client/Server Distributed System
Sockets Programming
Java Network Programming e.g. TCP, UDP
QoS (Quality of Services)
Service Discovery Protocols e.g. UPnP, SLP
Timeline
Lecturer
Bansomdejchaopraya Rajabhat University
05.2022 - Current
Postdoctoral Research Associate in Agent-based Modelling
University of Lincoln
05.2021 - 08.2022
Postdoctoral - Agent-based modelling
University of Lincoln
05.2021 - 08.2022
Ph.D. - Computer Science
Lincoln University
12.2016 - 12.2021
Master’s Degree - Computer Engineering, Minor in Information Engineering
Head of the Department of International Business at Suan Sunandha Rajabhat UniversityHead of the Department of International Business at Suan Sunandha Rajabhat University
Rebirth (Thailand) Company at Sale & Marketing Manager (Online & Modern Trade)Rebirth (Thailand) Company at Sale & Marketing Manager (Online & Modern Trade)