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Original Articles

Genetic Algorithm Applied to Investigate Cutting Process Parameters Influence on Workpiece Price Formation

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Pages 550-557 | Received 01 Jun 2010, Accepted 21 Jul 2010, Published online: 08 Apr 2011

REFERENCES

  • Teti , R. ; Kumara , S.R. Intelligent computing methods for manufacturing . Annals of the CIRP 1997 , 46 , 629 – 652 .
  • Mukherjee , I. ; Ray , P.K. A review of optimization techniques in metal cutting process . Computers and Industrial Engineering 2006 , 50 , 15 – 34 .
  • Paszkowicz , W. Genetic algorithms, a nature-inspired tool: Survey of applications in materials science and related fields . Materials and Manufacturing Processes 2009 , 24 , 174 – 197 .
  • Coello , C.A.C. ; Becerra , R.L. Evolutionary multiobjective optimization in materials science and engineering . Materials and Manufacturing Processes 2009 , 24 , 119 – 129 .
  • Oduguwa , V. ; Tiwari , A. ; Roy , R. Evolutionary computing in manufacturing industry: An overview of recent applications. Appl. Soft Computing 2005, 5, 281–299.
  • Chakraborti , N. Genetic algorithms in materials design and processing . International Materials Reviews 2004 , 49 , 246 – 260 .
  • Li , L. ; Fuh , J.Y. ; Zhang , Y.F. ; Nee , A.Y. Application of genetic algorithm to computer-aided process planning in distributed manufacturing environments . Robotics and Computer-Integrated Manufacturing 2005 , 21 , 568 – 578 .
  • Oysu , C. ; Bingul , Z. Application of heuristic and hybrid-GASA algorithms to tool-path optimization problem for minimizing airtime during machining . Engineering Applications of Artificial Intelligence 2009 , 22 , 389 – 396 .
  • Mohanty , S. ; Mahanty , B. ; Mohapatra , P.K.J. Optimization of hot-rolled coil widths using a genetic algorithm . Materials and Manufacturing Processes 2003 , 18 , 447 – 462 .
  • Mahanty , B. ; Agrawal , R.K. ; Shrin , S. ; Chakravarty , S. Hybrid approach to optimal packing using genetic algorithm and coulomb potential algorithm . Materials and Manufacturing Processes 2007 , 22 , 668 – 677 .
  • Zheng , L. ; Yang , X.M. ; Zhang , Z.H. ; Liu , T.I. A web-based machining parameter selection system for life cycle cost reduction and product quality enhancement . Computers in Industry 2008 , 59 , 254 – 261 .
  • Mahdavi , I. ; Paydar , M.M. ; Solimanpur , M. ; Heidarzadeh , A. Genetic algorithm approach for solving a cell formation problem in cellular manufacturing . Expert Systems with Applications 2009 , 36 , 6598 – 6604 .
  • Agrawal , R.K. ; Pratihar , D.K. ; RoyChoudhury , A. Optimization of CNC isoscallop free form surface machining using a genetic algorithm . International Journal of Machine Tools and Manufacture 2006 , 46 ( 7–8 ), 811 – 819 .
  • Manna , A. ; Salodkar , S. Optimization of machining conditions for effective turning of E0300 alloy steel . Journal of Materials Processing Technology 2008 , 203 ( 1–3 ), 147 – 153 .
  • Salehi , M. ; Tavakkoli-Moghaddam , R. Application of genetic algorithm to computer-aided process planning in preliminary and detailed planning . Engineering Applications of Artificial Intelligence 2009 , 22 ( 8 ), 1179 – 1187 .
  • Sardiñas , R.Q. ; Santana , M.R. ; Brindis , E.A. Genetic algorithm-based multi-objective optimization of cutting parameters in turning processes . Engineering Applications of Artificial Intelligence 2006 , 19 ( 2 ), 127 – 133 .
  • Tansel , I.N. ; Ozcelik , B. ; Bao , W.Y. ; Chen , P. ; Rincon , D. ; Yang , S.Y. ; Yenilmez , A. Selection of optimal cutting conditions by using GONNS . International Journal of Machine Tools & Manufacture 2006 , 46 , 26 – 35 .
  • Jain , N.K. ; Jain , V.K. ; Deb , K. Optimization of process parameters of mechanical type advanced machining processes using genetic algorithms . International Journal of Machine Tools & Manufacture 2007 , 47 , 900 – 919 .
  • Vidyakiran , Y. ; Mahanty , B. ; Chakraborti , N. A genetic-algorithms-based multiobjective approach for a three-dimensional guillotine cutting problem . Materials and Manufacturing Processes 2005 , 20 ( 4 ), 697 – 715 .
  • Tiwari , S. ; Chakraborti , N. Multi-objective optimization of a two-dimensional cutting problem using genetic algorithms . Journal of Materials Processing Technology 2006 , 173 ( 3 ), 384 – 393 .
  • Jamali , A. ; Nariman-zadeh , N. ; Darvizeh , A. ; Masoumi , A. ; Hamrang , S. Multi-objective evolutionary optimization of polynomial neural networks for modelling and prediction of explosive cutting process . Engineering Applications of Artificial Intelligence 2009 , 22 ( 4–5 ), 676 – 687 .
  • Atkinson , A.A. ; Banker , R.D. ; Kaplan , R.S. ; Young , S.M. Management Accounting, , 3rd Ed. ; Prentice Hall : Upper Saddle River , NJ , 1998 ; 816 pp.
  • Jones , L.F. Product costing at caterpillar . Management Accounting 1991 , 72 ( 8 ), 20 – 77 .
  • Khoury , C. ; Ancelevicz , J. A utilização do sistema de custeio ABC no Brasil . Revista de Administração de Empresas 1999 , 39 ( 1 ), 55 – 63 .
  • Martins , E. Contabilidade de Custos, , 9th Ed. ; Atlas : São Paulo , Brazil , 2003 ; 370 pp.
  • Vaconcelos , A. Principais questões conceituais e práticas da gestão estratégica de custos. Anais do III Congresso Brasileiro de Gestão Estratégica de Custos, Curitiba, Brazil, 1996; 367–276.
  • Cooper , R. ; Kaplan , R. How cost accounting distort product costs . Management Accounting 1999 , 80 ( 4 ), 20 – 27 .
  • Lucato , W.C. ; Coppini , N.L. ; Baptista , E. A. Machined part sales price build-up based on the contribution margin concept . Journal of the Brazilian society of Mechanical Sciences and Engineering 2009 , 31 ( 03 ), 181 – 185 .
  • Hirshleifer , J. ; Hirshleifer , D. Price Theory and Applications, 6th Ed.; Prentice Hall: Upper Saddle River, NJ, 1997; 608 pp.
  • Monroe , K.B. Pricing: Making Profitable Decisions, 3th Ed.; McGraw-Hill: New York, 2002; 688 pp.
  • Dininz , A.E. ; Marcondes , F.C. ; Coppini , N.L. Tecnologia da Usinagem Dos Materiais (Cutting Process Technology), 4th Ed.; Artliber: São Paulo, Brazil, 2001; 256 pp.
  • Araújo , S.A. ; Librantz , A.F. ; Aalves , W.A. Algoritmos genéticos na estimação de parâmetros em gestão de estoque . Exacta 2009 , 7 ( 1 ), 21 – 29 .
  • Goldberg , D.E. Genetic Algorithms in Search, Optimization, and Machine Learning ; Addison-Wesley : Massachusetts , 1989 ; 432 pp.
  • Pham , D.T. ; Pham , P.T. Artifical intelligence in engineering . International Journal of Machine Tools & Manufacture 1999 , 39 ( 6 ), 937 – 49 .
  • Haupt , R.L. ; Haupt , S.E. The binary genetic algorithm . In Pratical Genetic Algorithms, , 1st Ed. ; Haupt , R.L. ; Haupt , S.E. (Eds.); Wiley-Interscience : New York , 1998 ; 276 pp.
  • Dorigo , M. ; Maniezzo , V. ; Colorni , A. The ant system: optimization by a colony of cooperating agents . IEEE Trans. on Systems, Man, and Cybernetics 1996 , 26 ( 1 ), 29 – 41 .
  • Myers , R. Empirical modelling of genetic algorithms . Evolutionary Computation 2001 , 9 ( 4 ), 461 – 493 .
  • Baptista , E.A. ; Librantz , A.F. ; Coppini , N.L. Analyses of the parameters influence on the price determination based on the contribution margin concept for cutting process. Proceedings of 8th International Conference on Advanced Manufacturing Systems and Technology , Udine , Italy , 2008 ; 27 – 34 .
  • Pacheco , M.A. Algoritmos genéticos: Princípios e aplicações. Proceedings of V Congresso Internacional de Ingeniería Electrónica, Elétrica y Sistemas, Lima, 1999; 11–16.

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