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ORCIDKanchana Sethanan
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- affiliation: Khon Kaen University, Thailand
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2020 – today
- 2024
[j26]Rapeepan Pitakaso
, Kanchana Sethanan, Chen-Fu Chien, Thanatkij Srichok, Surajet Khonjun, Natthapong Nanthasamroeng, Sarayut Gonwirat:
Integrating reinforcement learning and metaheuristics for safe and sustainable health tourist trip design problem. Appl. Soft Comput. 161: 111719 (2024)- [j25]Chen Fu Chien, Yu-Bin Lan, Kanchana Sethanan, Chia-Ching Peng:
Digital system for dynamic container loading with neural network-based memory exploiting hybrid genetic algorithm for carbon reduction. Comput. Ind. Eng. 191: 110149 (2024) - [j24]Rapeepan Pitakaso, Thanatkij Srichok, Surajet Khonjun, Paulina Golinska-Dawson, Kanchana Sethanan, Natthapong Nanthasamroeng, Sarayut Gonwirat, Peerawat Luesak, Chawis Boonmee:
Optimization-driven artificial intelligence-enhanced municipal waste classification system for disaster waste management. Eng. Appl. Artif. Intell. 133: 108614 (2024) - [j23]Ling-Ling Li, Xing-Da Fan, Kuo-Jui Wu, Kanchana Sethanan, Ming-Lang Tseng:
Multi-objective distributed generation hierarchical optimal planning in distribution network: Improved beluga whale optimization algorithm. Expert Syst. Appl. 237(Part A): 121406 (2024) - 2023
- [j22]Rapeepan Pitakaso, Kanchana Sethanan, Ganokgarn Jirasirilerd, Paulina Golinska-Dawson:
A novel variable neighborhood strategy adaptive search for SALBP-2 problem with a limit on the number of machine's types. Ann. Oper. Res. 324(1): 1501-1525 (2023) - [j21]Kanchana Sethanan, Rapeepan Pitakaso, Thanatkij Srichok, Surajet Khonjun, Piyarat Thannipat, Surasak Wanram, Chawis Boonmee, Sarayut Gonwirat, Prem Enkvetchakul, Chutchai Kaewta, Natthapong Nanthasamroeng:
Double AMIS-ensemble deep learning for skin cancer classification. Expert Syst. Appl. 234: 121047 (2023) - [j20]Kongkidakhon Worasan, Kanchana Sethanan, Rapeepan Pitakaso, Thitipong Jamrus, Karn Moonsri, Paulina Golinska-Dawson:
A hybridization of PSO and VNS to solve the machinery allocation and scheduling problem under a machinery sharing arrangement. Intell. Syst. Appl. 18: 200206 (2023) - [c1]Krisanarach Nitisiri, Thitipong Jamrus, Kanchana Sethanan, Danaipong Chetchotsak, Thawee Nakrachata-Amon:
Problem-Based Learning in Marketing Engineer Course: A Case Study from Industrial Engineering Curriculum. TE 2023: 691-700 - 2022
- [j19]Voravee Punyakum, Kanchana Sethanan, Krisanarach Nitisiri, Rapeepan Pitakaso, Mitsuo Gen:
Hybrid differential evolution and particle swarm optimization for Multi-visit and Multi-period workforce scheduling and routing problems. Comput. Electron. Agric. 197: 106929 (2022) - [j18]Ponglert Sangkaphet, Rapeepan Pitakaso, Kanchana Sethanan, Natthapong Nanthasamroeng, Kiatisak Pranet, Surajet Khonjun, Thanatkij Srichok, Sasitorn Kaewman, Chutchai Kaewta:
A Multiobjective Variable Neighborhood Strategy Adaptive Search to Optimize the Dynamic EMS Location-Allocation Problem. Comput. 10(6): 103 (2022) - [j17]Chuleeporn Kusoncum, Kanchana Sethanan, Richard F. Hartl, Thitipong Jamrus:
Modified differential evolution and heuristic algorithms for dump tippler machine allocation in a typical sugar mill in Thailand. Oper. Res. 22(5): 5863-5895 (2022) - 2021
- [j16]Chuleeporn Kusoncum, Kanchana Sethanan, Rapeepan Pitakaso, Richard F. Hartl:
Heuristics with novel approaches for cyclical multiple parallel machine scheduling in sugarcane unloading systems. Int. J. Prod. Res. 59(8): 2479-2497 (2021) - 2020
- [j15]Rapeepan Pitakaso, Kanchana Sethanan, Thitipong Jamrus:
Hybrid PSO and ALNS algorithm for software and mobile application for transportation in ice manufacturing industry 3.5. Comput. Ind. Eng. 144: 106461 (2020) - [j14]Kanchana Sethanan, Thitipong Jamrus:
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. 146: 106571 (2020) - [j13]Rapeepan Pitakaso, Kanchana Sethanan, Chalermchat Theeraviriya:
Variable neighborhood strategy adaptive search for solving green 2-echelon location routing problem. Comput. Electron. Agric. 173: 105406 (2020) - [j12]Kongkidakhon Worasan, Kanchana Sethanan, Rapeepan Pitakaso, Karn Moonsri, Krisanarach Nitisiri:
Hybrid particle swarm optimization and neighborhood strategy search for scheduling machines and equipment and routing of tractors in sugarcane field preparation. Comput. Electron. Agric. 178: 105733 (2020)
2010 – 2019
- 2019
- [j11]Kanchana Sethanan, Warisa Wisittipanich, Nuttachat Wisittipanit, Krisanarach Nitisiri, Karn Moonsri:
Integrating scheduling with optimal sublot for parallel machine with job splitting and dependent setup times. Comput. Ind. Eng. 137 (2019) - [j10]Rapeepan Pitakaso, Kanchana Sethanan:
Adaptive large neighborhood search for scheduling sugarcane inbound logistics equipment and machinery under a sharing infield resource system. Comput. Electron. Agric. 158: 313-325 (2019) - 2017
- [j9]Darat Dechampai, Ladda Tanwanichkul, Kanchana Sethanan, Rapeepan Pitakaso:
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. 28(6): 1357-1376 (2017) - [j8]Chettha Chamnanlor, Kanchana Sethanan, Mitsuo Gen, Chen-Fu Chien:
Embedding ant system in genetic algorithm for re-entrant hybrid flow shop scheduling problems with time window constraints. J. Intell. Manuf. 28(8): 1915-1931 (2017) - 2016
- [j7]Kanchana Sethanan, Rapeepan Pitakaso:
Differential evolution algorithms for scheduling raw milk transportation. Comput. Electron. Agric. 121: 245-259 (2016) - [j6]Atiwat Boonmee, Kanchana Sethanan:
A GLNPSO for multi-level capacitated lot-sizing and scheduling problem in the poultry industry. Eur. J. Oper. Res. 250(2): 652-665 (2016) - [j5]Kanchana Sethanan, Woraya Neungmatcha:
Multi-objective particle swarm optimization for mechanical harvester route planning of sugarcane field operations. Eur. J. Oper. Res. 252(3): 969-984 (2016) - [j4]Kanchana Sethanan, Rapeepan Pitakaso:
Improved differential evolution algorithms for solving generalized assignment problem. Expert Syst. Appl. 45: 450-459 (2016) - 2015
- [j3]Atiwat Boonmee, Kanchana Sethanan, Banchar Arnonkijpanich, Somnuk Theerakulpisut:
Minimizing the total cost of hen allocation to poultry farms using hybrid Growing Neural Gas approach. Comput. Electron. Agric. 110: 27-35 (2015) - [j2]Chatnugrob Sangsawang, Kanchana Sethanan, Takahiro Fujimoto, Mitsuo Gen:
Metaheuristics optimization approaches for two-stage reentrant flexible flow shop with blocking constraint. Expert Syst. Appl. 42(5): 2395-2410 (2015) - [j1]Thitipong Jamrus, Chen-Fu Chien, Mitsuo Gen, Kanchana Sethanan:
Multistage production distribution under uncertain demands with integrated discrete particle swarm optimization and extended priority-based hybrid genetic algorithm. Fuzzy Optim. Decis. Mak. 14(3): 265-287 (2015)
Coauthor Index
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