Kanchana Sethanan

34 papers Journal 33Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
An application of artificial intelligence for solving multi-visit scheduling and routing of multi-heterogeneous resources.
Ann. Oper. Res.
Rapeepan Pitakaso, Kanchana Sethanan, Ajay Kumar, Kim Hua Tan, Natthapong Nanthasamroeng
2026 J jnl
Multi-period scheduling and fleet management in agricultural production logistics: A novel reinforcement learning approach.
Appl. Soft Comput.
Kanchana Sethanan, Rapeepan Pitakaso, Chettha Chamnanlor, Kuo-Jui Wu
2025 J jnl
A Strategic Data-Driven Roadmap for Enhancing Energy Security in Taiwan Under Industry 5.0.
Expert Syst. J. Knowl. Eng.
Tat-Dat Bui, Jiun-Wei Tseng, Anthony Shun Fung Chiu, Kanchana Sethanan, Ming-Lang Tseng
2025 J jnl
Energy-efficient tugboat scheduling: A hybrid transformer-attention mechanism and artificial multiple intelligence system.
Comput. Ind. Eng.
Rapeepan Pitakaso, Kanchana Sethanan, Sarayut Gonwirat, Chen Fu Chien, Ming K. Lim, Ming-Lang Tseng
2025 J jnl
Optimizing sugarcane bale logistics operations: Leveraging reinforcement learning and artificial multiple intelligence for dynamic multi-fleet management and multi-period scheduling under machine breakdown constraints.
Comput. Electron. Agric.
Rapeepan Pitakaso, Kanchana Sethanan, Chettha Chamnanlor, Chen Fu Chien, Sarayut Gonwirat, Kongkidakhon Worasan, Ming K. Limg
2025 J jnl
Personalized product design and user review and experience analysis: A data-driven hybrid novel approach.
Comput. Ind. Eng.
Shulin Lan, Yinfei Jiang, Tao Guo, Shaochun Li, Chen Yang, T. C. Edwin Cheng, Kanchana Sethanan, Ming-Lang Tseng
2024 J jnl
A decision support system based on an artificial multiple intelligence system for vegetable crop land allocation problem.
Ann. Oper. Res.
Rapeepan Pitakaso, Kanchana Sethanan, Kim Hua Tan, Ajay Kumar
2024 J jnl
Digital system for dynamic container loading with neural network-based memory exploiting hybrid genetic algorithm for carbon reduction.
Comput. Ind. Eng.
Chen Fu Chien, Yu-Bin Lan, Kanchana Sethanan, Chia-Ching Peng
2024 J jnl
Integrating reinforcement learning and metaheuristics for safe and sustainable health tourist trip design problem.
Appl. Soft Comput.
Rapeepan Pitakaso, Kanchana Sethanan, Chen-Fu Chien, Thanatkij Srichok, Surajet Khonjun, Natthapong Nanthasamroeng, Sarayut Gonwirat
2024 J jnl
Multi-objective distributed generation hierarchical optimal planning in distribution network: Improved beluga whale optimization algorithm.
Expert Syst. Appl.
Ling-Ling Li, Xing-Da Fan, Kuo-Jui Wu, Kanchana Sethanan, Ming-Lang Tseng
2024 J jnl
Optimization-driven artificial intelligence-enhanced municipal waste classification system for disaster waste management.
Eng. Appl. Artif. Intell.
Rapeepan Pitakaso, Thanatkij Srichok, Surajet Khonjun, Paulina Golinska-Dawson, Kanchana Sethanan, Natthapong Nanthasamroeng, Sarayut Gonwirat, Peerawat Luesak, Chawis Boonmee
2023 J jnl
A hybridization of PSO and VNS to solve the machinery allocation and scheduling problem under a machinery sharing arrangement.
Intell. Syst. Appl.
Kongkidakhon Worasan, Kanchana Sethanan, Rapeepan Pitakaso, Thitipong Jamrus, Karn Moonsri, Paulina Golinska-Dawson
2023 J jnl
A novel variable neighborhood strategy adaptive search for SALBP-2 problem with a limit on the number of machine's types.
Ann. Oper. Res.
Rapeepan Pitakaso, Kanchana Sethanan, Ganokgarn Jirasirilerd, Paulina Golinska-Dawson
2023 J jnl
Double AMIS-ensemble deep learning for skin cancer classification.
Expert Syst. Appl.
Kanchana Sethanan, Rapeepan Pitakaso, Thanatkij Srichok, Surajet Khonjun, Piyarat Thannipat, Surasak Wanram, Chawis Boonmee, Sarayut Gonwirat, Prem Enkvetchakul, Chutchai Kaewta, Natthapong Nanthasamroeng
2023 — conf
Problem-Based Learning in Marketing Engineer Course: A Case Study from Industrial Engineering Curriculum.
TE
Krisanarach Nitisiri, Thitipong Jamrus, Kanchana Sethanan, Danaipong Chetchotsak, Thawee Nakrachata-Amon
2022 J jnl
A Multiobjective Variable Neighborhood Strategy Adaptive Search to Optimize the Dynamic EMS Location-Allocation Problem.
Comput.
Ponglert Sangkaphet, Rapeepan Pitakaso, Kanchana Sethanan, Natthapong Nanthasamroeng, Kiatisak Pranet, Surajet Khonjun, Thanatkij Srichok, Sasitorn Kaewman, Chutchai Kaewta
2022 J jnl
Hybrid differential evolution and particle swarm optimization for Multi-visit and Multi-period workforce scheduling and routing problems.
Comput. Electron. Agric.
Voravee Punyakum, Kanchana Sethanan, Krisanarach Nitisiri, Rapeepan Pitakaso, Mitsuo Gen
2022 J jnl
Modified differential evolution and heuristic algorithms for dump tippler machine allocation in a typical sugar mill in Thailand.
Oper. Res.
Chuleeporn Kusoncum, Kanchana Sethanan, Richard F. Hartl, Thitipong Jamrus
2021 J jnl
Heuristics with novel approaches for cyclical multiple parallel machine scheduling in sugarcane unloading systems.
Int. J. Prod. Res.
Chuleeporn Kusoncum, Kanchana Sethanan, Rapeepan Pitakaso, Richard F. Hartl
2020 J jnl
Hybrid PSO and ALNS algorithm for software and mobile application for transportation in ice manufacturing industry 3.5.
Comput. Ind. Eng.
Rapeepan Pitakaso, Kanchana Sethanan, Thitipong Jamrus
2020 J jnl
Hybrid differential evolution algorithm and genetic operator for multi-trip vehicle routing problem with backhauls and heterogeneous fleet in the beverage logistics industry.
Comput. Ind. Eng.
Kanchana Sethanan, Thitipong Jamrus
2020 J jnl
Hybrid particle swarm optimization and neighborhood strategy search for scheduling machines and equipment and routing of tractors in sugarcane field preparation.
Comput. Electron. Agric.
Kongkidakhon Worasan, Kanchana Sethanan, Rapeepan Pitakaso, Karn Moonsri, Krisanarach Nitisiri
2020 J jnl
Variable neighborhood strategy adaptive search for solving green 2-echelon location routing problem.
Comput. Electron. Agric.
Rapeepan Pitakaso, Kanchana Sethanan, Chalermchat Theeraviriya
2019 J jnl
Adaptive large neighborhood search for scheduling sugarcane inbound logistics equipment and machinery under a sharing infield resource system.
Comput. Electron. Agric.
Rapeepan Pitakaso, Kanchana Sethanan
2019 J jnl
Integrating scheduling with optimal sublot for parallel machine with job splitting and dependent setup times.
Comput. Ind. Eng.
Kanchana Sethanan, Warisa Wisittipanich, Nuttachat Wisittipanit, Krisanarach Nitisiri, Karn Moonsri
2017 J jnl
A differential evolution algorithm for the capacitated VRP with flexibility of mixing pickup and delivery services and the maximum duration of a route in poultry industry.
J. Intell. Manuf.
Darat Dechampai, Ladda Tanwanichkul, Kanchana Sethanan, Rapeepan Pitakaso
2017 J jnl
Embedding ant system in genetic algorithm for re-entrant hybrid flow shop scheduling problems with time window constraints.
J. Intell. Manuf.
Chettha Chamnanlor, Kanchana Sethanan, Mitsuo Gen, Chen-Fu Chien
2016 J jnl
A GLNPSO for multi-level capacitated lot-sizing and scheduling problem in the poultry industry.
Eur. J. Oper. Res.
Atiwat Boonmee, Kanchana Sethanan
2016 J jnl
Differential evolution algorithms for scheduling raw milk transportation.
Comput. Electron. Agric.
Kanchana Sethanan, Rapeepan Pitakaso
2016 J jnl
Improved differential evolution algorithms for solving generalized assignment problem.
Expert Syst. Appl.
Kanchana Sethanan, Rapeepan Pitakaso
2016 J jnl
Multi-objective particle swarm optimization for mechanical harvester route planning of sugarcane field operations.
Eur. J. Oper. Res.
Kanchana Sethanan, Woraya Neungmatcha
2015 J jnl
Metaheuristics optimization approaches for two-stage reentrant flexible flow shop with blocking constraint.
Expert Syst. Appl.
Chatnugrob Sangsawang, Kanchana Sethanan, Takahiro Fujimoto, Mitsuo Gen
2015 J jnl
Minimizing the total cost of hen allocation to poultry farms using hybrid Growing Neural Gas approach.
Comput. Electron. Agric.
Atiwat Boonmee, Kanchana Sethanan, Banchar Arnonkijpanich, Somnuk Theerakulpisut
2015 J jnl
Multistage production distribution under uncertain demands with integrated discrete particle swarm optimization and extended priority-based hybrid genetic algorithm.
Fuzzy Optim. Decis. Mak.
Thitipong Jamrus, Chen-Fu Chien, Mitsuo Gen, Kanchana Sethanan