Optimization Algorithms in Function of Binary Character Recognition
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2015
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The paper gives an analysis of some optimization algorithms in computer sciences and their implementation in solving the problem of binary character recognition. The performance of these algorithms is analyzed using the Optimization Algorithm Toolkit, with emphasis on determining the impact of parameter values. It is shown that these types of algorithms have shown a significant sensitivity as far as the choosing of the parameters was concerned which would have an effect on how the algorithm functions. In this sense, the existence of optimal value was found, as well as extremely unacceptable values.
Ključne reči:
binary character recognition / Optimization Algorithm Toolkit / hill climbing / random search / clonal selection algorithm / parameter tuningIzvor:
Acta polytechnica hungarica, 2015, 12, 7, 77-87Izdavač:
- Budapest Tech, Budapest
Institucija/grupa
JakovTY - JOUR AU - Čisar, Petar AU - Maravić-Cisar, Sanja AU - Subošić, Dane AU - Đikanović, Predrag AU - Đukanović, Slaviša PY - 2015 UR - http://jakov.kpu.edu.rs/handle/123456789/660 AB - The paper gives an analysis of some optimization algorithms in computer sciences and their implementation in solving the problem of binary character recognition. The performance of these algorithms is analyzed using the Optimization Algorithm Toolkit, with emphasis on determining the impact of parameter values. It is shown that these types of algorithms have shown a significant sensitivity as far as the choosing of the parameters was concerned which would have an effect on how the algorithm functions. In this sense, the existence of optimal value was found, as well as extremely unacceptable values. PB - Budapest Tech, Budapest T2 - Acta polytechnica hungarica T1 - Optimization Algorithms in Function of Binary Character Recognition VL - 12 IS - 7 SP - 77 EP - 87 UR - https://hdl.handle.net/21.15107/rcub_jakov_660 ER -
@article{ author = "Čisar, Petar and Maravić-Cisar, Sanja and Subošić, Dane and Đikanović, Predrag and Đukanović, Slaviša", year = "2015", abstract = "The paper gives an analysis of some optimization algorithms in computer sciences and their implementation in solving the problem of binary character recognition. The performance of these algorithms is analyzed using the Optimization Algorithm Toolkit, with emphasis on determining the impact of parameter values. It is shown that these types of algorithms have shown a significant sensitivity as far as the choosing of the parameters was concerned which would have an effect on how the algorithm functions. In this sense, the existence of optimal value was found, as well as extremely unacceptable values.", publisher = "Budapest Tech, Budapest", journal = "Acta polytechnica hungarica", title = "Optimization Algorithms in Function of Binary Character Recognition", volume = "12", number = "7", pages = "77-87", url = "https://hdl.handle.net/21.15107/rcub_jakov_660" }
Čisar, P., Maravić-Cisar, S., Subošić, D., Đikanović, P.,& Đukanović, S.. (2015). Optimization Algorithms in Function of Binary Character Recognition. in Acta polytechnica hungarica Budapest Tech, Budapest., 12(7), 77-87. https://hdl.handle.net/21.15107/rcub_jakov_660
Čisar P, Maravić-Cisar S, Subošić D, Đikanović P, Đukanović S. Optimization Algorithms in Function of Binary Character Recognition. in Acta polytechnica hungarica. 2015;12(7):77-87. https://hdl.handle.net/21.15107/rcub_jakov_660 .
Čisar, Petar, Maravić-Cisar, Sanja, Subošić, Dane, Đikanović, Predrag, Đukanović, Slaviša, "Optimization Algorithms in Function of Binary Character Recognition" in Acta polytechnica hungarica, 12, no. 7 (2015):77-87, https://hdl.handle.net/21.15107/rcub_jakov_660 .