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Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites

Yıl 2018, Cilt: 1 Sayı: 1, 23 - 32, 01.08.2018

Öz

In
this study, we introduce the abrasion resistance of Al-Cu-SiCp and Al-Cu-B4Cp.
Based on Fuzzy Logic Modeling (FLM) and surface fitting techniques, we propose
the abrasion model of Al-Cu-SiCp and Al-Cu-B4Cp
which is decided by the rate of SiCp and B4Cp,
and the amount of applied pressure to the specimens. The model can lead to the
best rate of SiCp and B4Cp and the amount of
applied pressure to obtain the minimum abrasion.

Kaynakça

  • [1] B. D. O. Anderson and J. B. Moore, Linear optimal control, Prentice-Hall, Englewood Cliffs, N J, (1971).
  • [2] L. Qi and P. Tseng, On Almost Smooth Functions and Piecewise Smooth Functions, Nonlinear Anal. 67 (2007), 773 -794.
  • [3] R.T. Rockafellar, A property of piecewise smooth functions, Comput. Optim. Appl. 25 (2003), 247-250.
  • [1] F. Bedir, Characteristic properties of Al-Cu-SiCp and Al-Cu-B4Cp composites produced by hot pressing method under nitrogen atmosphere, Mater. Design 28, (2007), 1238-1244.
  • [2] C. Gode, Mechanical properties of hot pressed SiCp and B4Cp/Alumix 123 composites alloyed with minor Zr, Composites Part: B, 54 (2013), 34-40.
  • [3] R.P. Ge, A filled function method for finding global minimizer of a function of several variables, Math. Program. 46, (1990), 191-204.
  • [4] R.P. Ge, The theory of filled function method for finding global minimizer of a nonlinearly constrained minimization problem, J. Comput. Math. 5, (1987), 1-9.
  • [5] P. Ma, C. Zou, H. Wang, J. Jie, Y. Jia, B. Fu, Z. Wei, Microstructure evolution and precipitation of SiC particle reinforced Al-20Si composite solidified under high pressures, Mater. Lett., 79 (2012), 232-234.
  • [6] E.H. Mamdani, Application of fuzzy algorithms for control of simple dynamic plant, Proc. IEEE 121 (1974), 1585-1588.
  • [7] A. Sahiner, N. Yilmaz, O. Demirozer, Mathematical modeling and application of filled function method in entomology, Int. Journal Pest Manage 60 (2014), 232-237.
  • [8] A. Sahiner, N. Ucar, N., N. Yilmaz, New optimisation techniques in mechanical characterization for beta-Sn single crystals, Oxidation Comm., 38 (2015), 166-174.
  • [9] M. Sakawa, Fuzzy sets and interactive multi objective optimization, Plenum Press, New York, (1993).
  • [10] M. Saltan, S. Saltan, A. Sahiner, Fuzzy logic modeling of deflection behavior against dynamic loading in flexible pavements, Constr. Build. Mater. 21 (2007), 1406-1414.
  • [11] M. Sugeno, T. Takagi, Multi-dimensional fuzzy reasoning, Fuzzy Sets Syst. 9 (1983).
  • [12] T. Takagi, M. Sugeno, Fuzzy identification of systems and its applications to modeling and control, IEEE Trans. Syst., Man and Cybernetics 15 (1985), 116-132.
  • [13] F. Toptan, A. Kilicarslan, I. Kerti, The effect of Ti addition on the properties of Al-B4C interface: a microstructural study, Materials Science Forum, (2010), 636-637.
  • [14] Z.Y. Wu, F.S. Bai, H.W.J. Lee, Y.J. Yang, A filled function method for constrained global optimization, J. Glob. Opt., 39 (2007), 495-507.
  • [15] Y.T. Xu, Y. Zhang, S.G. Wang, A modified tunneling function method for non-smooth global optimization and its application in artificial neural network, Appl. Math. Model., 39 (2015), 6438-6450.
  • [16] Y. Yang, Y. Shang, A new filled function method for unconstrained global optimization, Appl. Math. Comput., 173 (2006), 501-512.
  • [17] L.A. Zadeh, Fuzzy sets, lnform. Control. 8 (1965), 338-352.
  • [18] H. J. Zimmermann, Fuzzy set theory, Wiley Interdisciplinary Reviews: Computational Statistics, 2 317–332 (2010).
Yıl 2018, Cilt: 1 Sayı: 1, 23 - 32, 01.08.2018

Öz

Kaynakça

  • [1] B. D. O. Anderson and J. B. Moore, Linear optimal control, Prentice-Hall, Englewood Cliffs, N J, (1971).
  • [2] L. Qi and P. Tseng, On Almost Smooth Functions and Piecewise Smooth Functions, Nonlinear Anal. 67 (2007), 773 -794.
  • [3] R.T. Rockafellar, A property of piecewise smooth functions, Comput. Optim. Appl. 25 (2003), 247-250.
  • [1] F. Bedir, Characteristic properties of Al-Cu-SiCp and Al-Cu-B4Cp composites produced by hot pressing method under nitrogen atmosphere, Mater. Design 28, (2007), 1238-1244.
  • [2] C. Gode, Mechanical properties of hot pressed SiCp and B4Cp/Alumix 123 composites alloyed with minor Zr, Composites Part: B, 54 (2013), 34-40.
  • [3] R.P. Ge, A filled function method for finding global minimizer of a function of several variables, Math. Program. 46, (1990), 191-204.
  • [4] R.P. Ge, The theory of filled function method for finding global minimizer of a nonlinearly constrained minimization problem, J. Comput. Math. 5, (1987), 1-9.
  • [5] P. Ma, C. Zou, H. Wang, J. Jie, Y. Jia, B. Fu, Z. Wei, Microstructure evolution and precipitation of SiC particle reinforced Al-20Si composite solidified under high pressures, Mater. Lett., 79 (2012), 232-234.
  • [6] E.H. Mamdani, Application of fuzzy algorithms for control of simple dynamic plant, Proc. IEEE 121 (1974), 1585-1588.
  • [7] A. Sahiner, N. Yilmaz, O. Demirozer, Mathematical modeling and application of filled function method in entomology, Int. Journal Pest Manage 60 (2014), 232-237.
  • [8] A. Sahiner, N. Ucar, N., N. Yilmaz, New optimisation techniques in mechanical characterization for beta-Sn single crystals, Oxidation Comm., 38 (2015), 166-174.
  • [9] M. Sakawa, Fuzzy sets and interactive multi objective optimization, Plenum Press, New York, (1993).
  • [10] M. Saltan, S. Saltan, A. Sahiner, Fuzzy logic modeling of deflection behavior against dynamic loading in flexible pavements, Constr. Build. Mater. 21 (2007), 1406-1414.
  • [11] M. Sugeno, T. Takagi, Multi-dimensional fuzzy reasoning, Fuzzy Sets Syst. 9 (1983).
  • [12] T. Takagi, M. Sugeno, Fuzzy identification of systems and its applications to modeling and control, IEEE Trans. Syst., Man and Cybernetics 15 (1985), 116-132.
  • [13] F. Toptan, A. Kilicarslan, I. Kerti, The effect of Ti addition on the properties of Al-B4C interface: a microstructural study, Materials Science Forum, (2010), 636-637.
  • [14] Z.Y. Wu, F.S. Bai, H.W.J. Lee, Y.J. Yang, A filled function method for constrained global optimization, J. Glob. Opt., 39 (2007), 495-507.
  • [15] Y.T. Xu, Y. Zhang, S.G. Wang, A modified tunneling function method for non-smooth global optimization and its application in artificial neural network, Appl. Math. Model., 39 (2015), 6438-6450.
  • [16] Y. Yang, Y. Shang, A new filled function method for unconstrained global optimization, Appl. Math. Comput., 173 (2006), 501-512.
  • [17] L.A. Zadeh, Fuzzy sets, lnform. Control. 8 (1965), 338-352.
  • [18] H. J. Zimmermann, Fuzzy set theory, Wiley Interdisciplinary Reviews: Computational Statistics, 2 317–332 (2010).
Toplam 21 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Matematik
Bölüm Articles
Yazarlar

Ahmet Sahiner

Nurullah Yilmaz

Fevzi Bedir

Yayımlanma Tarihi 1 Ağustos 2018
Yayımlandığı Sayı Yıl 2018 Cilt: 1 Sayı: 1

Kaynak Göster

APA Sahiner, A., Yilmaz, N., & Bedir, F. (2018). Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites. Journal of Multidisciplinary Modeling and Optimization, 1(1), 23-32.
AMA Sahiner A, Yilmaz N, Bedir F. Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites. jmmo. Ağustos 2018;1(1):23-32.
Chicago Sahiner, Ahmet, Nurullah Yilmaz, ve Fevzi Bedir. “Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites”. Journal of Multidisciplinary Modeling and Optimization 1, sy. 1 (Ağustos 2018): 23-32.
EndNote Sahiner A, Yilmaz N, Bedir F (01 Ağustos 2018) Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites. Journal of Multidisciplinary Modeling and Optimization 1 1 23–32.
IEEE A. Sahiner, N. Yilmaz, ve F. Bedir, “Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites”, jmmo, c. 1, sy. 1, ss. 23–32, 2018.
ISNAD Sahiner, Ahmet vd. “Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites”. Journal of Multidisciplinary Modeling and Optimization 1/1 (Ağustos 2018), 23-32.
JAMA Sahiner A, Yilmaz N, Bedir F. Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites. jmmo. 2018;1:23–32.
MLA Sahiner, Ahmet vd. “Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites”. Journal of Multidisciplinary Modeling and Optimization, c. 1, sy. 1, 2018, ss. 23-32.
Vancouver Sahiner A, Yilmaz N, Bedir F. Application of Modern and Classical Optimization Techniques in Abrasion of Al-Cu-SiCp and Al-Cu-B4Cp Composites. jmmo. 2018;1(1):23-32.