Zobrazeno 1 - 10
of 61
pro vyhledávání: '"Booncharoen Sirinaovakul"'
Autor:
Taninnuch Lamjiak, Booncharoen Sirinaovakul, Siriwan Kornthongnimit, Jumpol Polvichai, Aysha Sohail
Publikováno v:
Applied Computational Intelligence and Soft Computing, Vol 2024 (2024)
Artificial neural networks (ANNs) are widely used machine learning techniques with applications in various fields. Heuristic search optimization methods are typically used to minimize the loss function in ANNs. However, these methods can lead the net
Externí odkaz:
https://doaj.org/article/55eb10f56c114855b9cd42903be13812
Publikováno v:
IEEE Access, Vol 11, Pp 52026-52049 (2023)
Hyper-heuristics have a high level of generality and adaptability, allowing them to effectively solve a wide range of complex optimization problems. With reinforcement learning, hyper-heuristics can use experience and knowledge gained to tackle unfor
Externí odkaz:
https://doaj.org/article/63d7d98c07a94f949f77c4cb039b8bbc
Publikováno v:
IEEE Access, Vol 8, Pp 130647-130660 (2020)
In paper production, a jumbo reel is cut into multiple intermediate rolls, and each intermediate roll is then sheeted as finished goods. This problem is called a cutting stock problem and is proven to be NP-hard. The objective is to minimize material
Externí odkaz:
https://doaj.org/article/5384fe836168487ba70824f2e57a881a
Autor:
Chattriya Jariyavajee, Taninnuch Lamjiak, San Ratanasanya, Suthida Fairee, Kreecha Puphaiboon, Charoenchai Khompatraporn, Jumpol Polvichai, Booncharoen Sirinaovakul
Publikováno v:
PLoS ONE, Vol 17, Iss 6 (2022)
Determining the optimal amount of cash stock reserved in each bank branch is a strategic decision. A certain level of cash stock must be kept and ready for cash withdrawal needs at a branch. However, holding too much cash not only forfeits opportunit
Externí odkaz:
https://doaj.org/article/2d28d9a19f3a483cadeb10bf0ba6e34b
Autor:
Taninnuch Lamjiak, Rungnapa Kaewthongrach, Booncharoen Sirinaovakul, Phongthep Hanpattanakit, Amnat Chithaisong, Jumpol Polvichai
Publikováno v:
PLoS ONE, Vol 16, Iss 8, p e0255962 (2021)
Climate change and global warming have serious adverse impacts on tropical forests. In particular, climate change may induce changes in leaf phenology. However, in tropical dry forests where tree diversity is high, species responses to climate change
Externí odkaz:
https://doaj.org/article/28883e1ca91644ae8484ea197e8e3393
Publikováno v:
PLoS ONE, Vol 13, Iss 7, p e0200738 (2018)
In the Artificial Bee Colony (ABC) algorithm, the employed bee and the onlooker bee phase involve updating the candidate solutions by changing a value in one dimension, dubbed one-dimension update process. For some problems which the number of dimens
Externí odkaz:
https://doaj.org/article/4a94406e6236465898b3c1b46926bf9c
Publikováno v:
Language Teaching Research Quarterly. 22:91-101
The ability to use languages to communicate distinguishes humans from other living things. In language production, two sources of information play a crucial role: a conceptual (semantic) message and a sequence of syntactic states mapped onto an order
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::78e7cd0b0822149e15cd30460ab9bac4
https://doi.org/10.32038/ltrq.2021.22.07
https://doi.org/10.32038/ltrq.2021.22.07
Publikováno v:
IEEE Access, Vol 8, Pp 130647-130660 (2020)
In paper production, a jumbo reel is cut into multiple intermediate rolls, and each intermediate roll is then sheeted as finished goods. This problem is called a cutting stock problem and is proven to be NP-hard. The objective is to minimize material
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3fc36b7d0fbcf0a46e34e454a6992697
https://ieeexplore.ieee.org/document/9139502/
https://ieeexplore.ieee.org/document/9139502/
Autor:
Sakamon Devahastin, Booncharoen Sirinaovakul, Nathamol Chindapan, Jumpol Polvichai, San Ratanasanya
Publikováno v:
Journal of Food Engineering. 318:110888
Since coffee bean roasting is a complicated process involving transient transport processes along with complex chemical reactions, modeling and optimizing such process is a challenge. Here, machine learning was first used to formulate models that all
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a73ea7cf48749773b9faa70120e6cba3
https://doi.org/10.1016/j.jfoodeng.2021.110888
https://doi.org/10.1016/j.jfoodeng.2021.110888
Publikováno v:
Applied Soft Computing. 71:659-671
This paper proposes a new version of the Artificial Bee Colony (ABC) optimization algorithm based on the natural nest-site selection behavior of honey bee swarms. The algorithm offers three advantages. First, the responsibility of bees in the propose
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1e6b1c856b67a80d43dfcbfb04e0179a
https://doi.org/10.1016/j.asoc.2018.06.048
https://doi.org/10.1016/j.asoc.2018.06.048