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Volumn 79, Issue 14, 2009, Pages 1319-1330

A Hybrid Neural Network and Immune Algorithm Approach for Fit Garment Design

Author keywords

fit garment; garment pattern design; hybrid system; immune co evolutionary algorithm; neural network

Indexed keywords

CLOTHES; COMPUTER AIDED DESIGN; FORECASTING; GENETIC ALGORITHMS; HYBRID SYSTEMS;

EID: 70349298823     PISSN: 00405175     EISSN: None     Source Type: Journal    
DOI: 10.1177/0040517508100726     Document Type: Article
Times cited : (32)

References (47)
  • 1
    • 34250745699 scopus 로고    scopus 로고
    • Investigating the Development of Digital Patterns for Customized Apparel
    • Yang, Y.-C., Zhang, W.-Y., and Shan, C., Investigating the Development of Digital Patterns for Customized Apparel, Int. J. Clothing Sci. Technol. 19(3/4), 167-177 (2007).
    • (2007) Int. J. Clothing Sci. Technol. , vol.19 , Issue.3-4 , pp. 167-177
    • Yang, Y.-C.1    Zhang, W.-Y.2    Shan, C.3
  • 2
    • 70349293379 scopus 로고
    • Algebraic Modelling of Pattern Design: the Abelian Pattern Semi-group
    • Ng, R., Chan, C.K., Pong, T.Y., and Au, R., Algebraic Modelling of Pattern Design: the Abelian Pattern Semi-group, Int. J. Clothing Sci. Technol. 7(5), 33-43 (1995).
    • (1995) Int. J. Clothing Sci. Technol. , vol.7 , Issue.5 , pp. 33-43
    • Ng, R.1    Chan, C.K.2    Pong, T.Y.3    Au, R.4
  • 3
    • 33845643202 scopus 로고    scopus 로고
    • Basic Garment Pattern Generation using Geometric Modeling Method
    • Kim, S., and Park, C.K., Basic Garment Pattern Generation using Geometric Modeling Method, Int. J. Clothing Sci. Technol. 19(1), 7-17 (2006).
    • (2006) Int. J. Clothing Sci. Technol. , vol.19 , Issue.1 , pp. 7-17
    • Kim, S.1    Park, C.K.2
  • 4
    • 0142098740 scopus 로고    scopus 로고
    • An Object-oriented Model of Apparel Pattern Making
    • Koh, T.-H., Lee, E.-W., and Lee, Y.-T., An Object-oriented Model of Apparel Pattern Making, Int. J. Clothing Sci. Technol. 9(5), 367-379 (1997).
    • (1997) Int. J. Clothing Sci. Technol. , vol.9 , Issue.5 , pp. 367-379
    • Koh, T.-H.1    Lee, E.-W.2    Lee, Y.-T.3
  • 5
    • 0037409566 scopus 로고    scopus 로고
    • Garment Pattern Generation from Body Scan Data
    • Kim, S.M., and Kang, T.J., Garment Pattern Generation from Body Scan Data, Comput. Aided Des. 35(7), 611-618 (2003).
    • (2003) Comput. Aided Des. , vol.35 , Issue.7 , pp. 611-618
    • Kim, S.M.1    Kang, T.J.2
  • 6
    • 0242349202 scopus 로고    scopus 로고
    • Three-dimensional Garment Computer Aided Intelligent Design
    • Liu, Y., and Geng, Z.-F., Three-dimensional Garment Computer Aided Intelligent Design, J. Ind. Textiles 33(1), 43-54 (2003).
    • (2003) J. Ind. Textiles , vol.33 , Issue.1 , pp. 43-54
    • Liu, Y.1    Geng, Z.-F.2
  • 7
    • 31144434370 scopus 로고    scopus 로고
    • Interactive Garment Pattern Design using Virtual Scissoring Method
    • Sul, I.H., and Kang, T.J., Interactive Garment Pattern Design using Virtual Scissoring Method, Int. J. Clothing Sci. Technol. 18(1), 31-42 (2006).
    • (2006) Int. J. Clothing Sci. Technol. , vol.18 , Issue.1 , pp. 31-42
    • Sul, I.H.1    Kang, T.J.2
  • 8
    • 13544277368 scopus 로고    scopus 로고
    • Research Problems in Clothing Simulation
    • Choi, K.-J., and Ko, H.-S., Research Problems in Clothing Simulation, Comput. Aided Des. 37(6), 585-592 (2005).
    • (2005) Comput. Aided Des. , vol.37 , Issue.6 , pp. 585-592
    • Choi, K.-J.1    Ko, H.-S.2
  • 9
    • 43149113038 scopus 로고    scopus 로고
    • A New Method of Ease Allowance Generation for Personalization of Garment Design
    • Chen, Y., Zeng, X.-Y., Happiette, M., Bruniaux, P., Ng, R., and Yu, W., A New Method of Ease Allowance Generation for Personalization of Garment Design, Int. J. Clothing Sci. Technol. 20(3), 161-173 (2008).
    • (2008) Int. J. Clothing Sci. Technol. , vol.20 , Issue.3 , pp. 161-173
    • Chen, Y.1    Zeng, X.-Y.2    Happiette, M.3    Bruniaux, P.4    Ng, R.5    Yu, W.6
  • 10
    • 34250769024 scopus 로고    scopus 로고
    • Garment Pattern Design with Artificial Neural Network and Fuzzy Logic
    • Shanghai, China
    • Ng, R., Garment Pattern Design with Artificial Neural Network and Fuzzy Logic, In “International Fashion Culture Festival,” Shanghai, China (2004).
    • (2004) International Fashion Culture Festival
    • Ng, R.1
  • 11
    • 78651535704 scopus 로고    scopus 로고
    • A Study of Shirt Pattern Drafting Methods, Part 1: Experimental Evaluation of Existing Methods
    • Chen, A., Fan, J., and Yu, W., A Study of Shirt Pattern Drafting Methods, Part 1: Experimental Evaluation of Existing Methods, Sen'i Gakkaishi 59(8), 319-332 (2003).
    • (2003) Sen'i Gakkaishi , vol.59 , Issue.8 , pp. 319-332
    • Chen, A.1    Fan, J.2    Yu, W.3
  • 12
    • 85044567079 scopus 로고    scopus 로고
    • A Study of Shirt Pattern Drafting Methods, Part 2: Prediction of Shirt Patterns using Human Body Anthropometrical Data
    • Chen, A., Fan, J., and Yu, W., A Study of Shirt Pattern Drafting Methods, Part 2: Prediction of Shirt Patterns using Human Body Anthropometrical Data, Sen'i Gakkaishi 59(8), 328-333 (2003).
    • (2003) Sen'i Gakkaishi , vol.59 , Issue.8 , pp. 328-333
    • Chen, A.1    Fan, J.2    Yu, W.3
  • 13
    • 38149022707 scopus 로고    scopus 로고
    • Expert-based Customized Pattern-making Automation: Part I. Basic Patterns
    • Fang, J.-J., and Ding, Y., Expert-based Customized Pattern-making Automation: Part I. Basic Patterns, Int. J. Clothing Sci. Technol. 20(1), 26-40 (2007).
    • (2007) Int. J. Clothing Sci. Technol. , vol.20 , Issue.1 , pp. 26-40
    • Fang, J.-J.1    Ding, Y.2
  • 14
    • 13544253372 scopus 로고    scopus 로고
    • From Early Virtual Garment Simulation to Interactive Fashion Design
    • Volino, P., Cordier, F., and Magnenat-Thalmann, N., From Early Virtual Garment Simulation to Interactive Fashion Design, Comput. Aided Des. 37(6), 593-608 (2005).
    • (2005) Comput. Aided Des. , vol.37 , Issue.6 , pp. 593-608
    • Volino, P.1    Cordier, F.2    Magnenat-Thalmann, N.3
  • 15
    • 14044254112 scopus 로고    scopus 로고
    • Design Automation for Customized Apparel Products
    • Wang, C.C.L., Wang, Y., and Yuen, M.M.F., Design Automation for Customized Apparel Products, Comput. Aided Des. 37(7), 675-691 (2005).
    • (2005) Comput. Aided Des. , vol.37 , Issue.7 , pp. 675-691
    • Wang, C.C.L.1    Wang, Y.2    Yuen, M.M.F.3
  • 16
    • 0036106012 scopus 로고    scopus 로고
    • Enabling Mass Customization: Computer-driven Alteration Methods
    • Istook, C.L., Enabling Mass Customization: Computer-driven Alteration Methods, Int. J. Clothing Sci. Technol. 14(1), 61-76 (2002).
    • (2002) Int. J. Clothing Sci. Technol. , vol.14 , Issue.1 , pp. 61-76
    • Istook, C.L.1
  • 17
    • 3543131353 scopus 로고    scopus 로고
    • Hybrid Neural Network and Genetic Algorithm Based Machining Feature Recognition
    • Ötzürk, N., and Ötzürk, F., Hybrid Neural Network and Genetic Algorithm Based Machining Feature Recognition, J. Intell. Manuf. 15, 287-298 (2004).
    • (2004) J. Intell. Manuf. , vol.15 , pp. 287-298
    • Ötzürk, N.1    Ötzürk, F.2
  • 18
    • 23344446944 scopus 로고    scopus 로고
    • Hybrid Meta-heuristics Algorithms for Task Assignment in Heterogeneous Computing Systems
    • Salcedo-Sanz, S., Xu, Y., and Yao, X., Hybrid Meta-heuristics Algorithms for Task Assignment in Heterogeneous Computing Systems, Comput. Oper. Res. 33(3), 820-835 (2006).
    • (2006) Comput. Oper. Res. , vol.33 , Issue.3 , pp. 820-835
    • Salcedo-Sanz, S.1    Xu, Y.2    Yao, X.3
  • 19
    • 10044255595 scopus 로고    scopus 로고
    • A Hybrid Hopfield Network-genetic Algorithm Approach for the Terminal Assignment Problem
    • Salcedo-Sanz, S., and Yao, X., A Hybrid Hopfield Network-genetic Algorithm Approach for the Terminal Assignment Problem, IEEE Trans. Syst. Man Cybern. B Cybern. 34(6), 2343-2353 (2004).
    • (2004) IEEE Trans. Syst. Man Cybern. B Cybern. , vol.34 , Issue.6 , pp. 2343-2353
    • Salcedo-Sanz, S.1    Yao, X.2
  • 20
    • 0034790855 scopus 로고    scopus 로고
    • A Hybrid Neural Network and Genetic Algorithm Approach to the Determination of Initial Process Parameters for Injection Moulding
    • Mok, S.L., Kwong, C.K., and Lau, W.S., A Hybrid Neural Network and Genetic Algorithm Approach to the Determination of Initial Process Parameters for Injection Moulding, Int. J. Adv. Manuf. Technol. 18, 404-409 (2001).
    • (2001) Int. J. Adv. Manuf. Technol. , vol.18 , pp. 404-409
    • Mok, S.L.1    Kwong, C.K.2    Lau, W.S.3
  • 21
    • 36148991101 scopus 로고    scopus 로고
    • Forecasting Next-day Price of Electricity in the Spanish Energy Market using Artificial Neural Networks
    • Pino, R., Parreno, J., Gomez, A., and Priore, P., Forecasting Next-day Price of Electricity in the Spanish Energy Market using Artificial Neural Networks, Eng. Appl. Artif. Intell. 21(1), 53-62 (2008).
    • (2008) Eng. Appl. Artif. Intell. , vol.21 , Issue.1 , pp. 53-62
    • Pino, R.1    Parreno, J.2    Gomez, A.3    Priore, P.4
  • 22
    • 36148968095 scopus 로고    scopus 로고
    • Forecast Approach using Neural Network Adaptation to Support Vector Regression Grey Model and Generalized Auto-regressive Conditional Heteroscedasticity
    • Chang, B.-R., and Tsai, H.-F., Forecast Approach using Neural Network Adaptation to Support Vector Regression Grey Model and Generalized Auto-regressive Conditional Heteroscedasticity, Expert Syst. Appl. 34(2), 925-934 (2008).
    • (2008) Expert Syst. Appl. , vol.34 , Issue.2 , pp. 925-934
    • Chang, B.-R.1    Tsai, H.-F.2
  • 23
    • 34848850835 scopus 로고    scopus 로고
    • Application of Artificial Neural Networks to the Prediction of Sewing Performance of Fabrics
    • Hui, P.C.L., Chan, K.C.C., Yeung, K.W., and Ng, F.S.F., Application of Artificial Neural Networks to the Prediction of Sewing Performance of Fabrics, Int. J. Clothing Sci. Technol. 19(5), 291-318 (2007).
    • (2007) Int. J. Clothing Sci. Technol. , vol.19 , Issue.5 , pp. 291-318
    • Hui, P.C.L.1    Chan, K.C.C.2    Yeung, K.W.3    Ng, F.S.F.4
  • 24
    • 0035391237 scopus 로고    scopus 로고
    • Predicting Garment Drape with a Fuzzy-neural Network
    • Fan, J., Newton, E., Au, R., and Chan, S.C.F., Predicting Garment Drape with a Fuzzy-neural Network, Textile Res. J. 71(7), 605-608 (2001).
    • (2001) Textile Res. J. , vol.71 , Issue.7 , pp. 605-608
    • Fan, J.1    Newton, E.2    Au, R.3    Chan, S.C.F.4
  • 25
    • 36148978599 scopus 로고    scopus 로고
    • Back-propagation Neural Network for the Prediction of the Short-term Storm Surge in Taichung Harbor, Taiwan
    • Lee, T.-L., Back-propagation Neural Network for the Prediction of the Short-term Storm Surge in Taichung Harbor, Taiwan, Eng. Appl. Artif. Intell. 21(1), 63-72 (2008).
    • (2008) Eng. Appl. Artif. Intell. , vol.21 , Issue.1 , pp. 63-72
    • Lee, T.-L.1
  • 26
    • 36148937928 scopus 로고    scopus 로고
    • Back-propagation Neural Network Based Importance-performance Analysis for Determining Critical Service Attributes
    • Deng, W.-J., Chen, W.-C., and Pei, W., Back-propagation Neural Network Based Importance-performance Analysis for Determining Critical Service Attributes, Expert Syst. Appl. 34(2), 1115-1125 (2008).
    • (2008) Expert Syst. Appl. , vol.34 , Issue.2 , pp. 1115-1125
    • Deng, W.-J.1    Chen, W.-C.2    Pei, W.3
  • 27
    • 36749003757 scopus 로고    scopus 로고
    • A Dynamic All Parameters Adaptive BP Neural Networks Model and Its Application on Oil Reservoir Prediction
    • Yu, S.-W., Zhu, K.-J., and Diao, F.-Q., A Dynamic All Parameters Adaptive BP Neural Networks Model and Its Application on Oil Reservoir Prediction, Appl. Math. Comput. 195(1), 66-75 (2008).
    • (2008) Appl. Math. Comput. , vol.195 , Issue.1 , pp. 66-75
    • Yu, S.-W.1    Zhu, K.-J.2    Diao, F.-Q.3
  • 28
    • 33748325799 scopus 로고    scopus 로고
    • Improved Genetic Algorithm for VLSI Floorplan Design with Non-slicing Structure
    • Kimura, Y., and Ida, K., Improved Genetic Algorithm for VLSI Floorplan Design with Non-slicing Structure, Comput. Ind. Eng. 50(4), 528-540 (2006).
    • (2006) Comput. Ind. Eng. , vol.50 , Issue.4 , pp. 528-540
    • Kimura, Y.1    Ida, K.2
  • 29
    • 36049016444 scopus 로고    scopus 로고
    • Improved Immune Algorithm for Global Numerical Optimization and Job-shop Scheduling Problems
    • Tsai, J.-T., Ho, W.-H., Liu, T.-K., and Chou, J.-H., Improved Immune Algorithm for Global Numerical Optimization and Job-shop Scheduling Problems, Appl. Math. Comput. 194(2), 406-424 (2007).
    • (2007) Appl. Math. Comput. , vol.194 , Issue.2 , pp. 406-424
    • Tsai, J.-T.1    Ho, W.-H.2    Liu, T.-K.3    Chou, J.-H.4
  • 30
    • 34248651234 scopus 로고    scopus 로고
    • Using Neural Networks and Immune Algorithms to Find the Optimal Parameters for an IC Wire Bonding Process
    • Hou, T.-H., Su, C.-H., and Chang, H.-Z., Using Neural Networks and Immune Algorithms to Find the Optimal Parameters for an IC Wire Bonding Process, Expert Syst. Appl. 34(1), 427-436 (2008).
    • (2008) Expert Syst. Appl. , vol.34 , Issue.1 , pp. 427-436
    • Hou, T.-H.1    Su, C.-H.2    Chang, H.-Z.3
  • 31
    • 34548267130 scopus 로고    scopus 로고
    • Artificial Immune System Based Approach for Solving Resource Constraint Project Scheduling Problem
    • Agarwal, R., Tiwari, M.K., and Mukherjee, S.K., Artificial Immune System Based Approach for Solving Resource Constraint Project Scheduling Problem, Int. J. Adv. Manuf. Technol. 34(5-6), 584-593 (2007).
    • (2007) Int. J. Adv. Manuf. Technol. , vol.34 , Issue.5-6 , pp. 584-593
    • Agarwal, R.1    Tiwari, M.K.2    Mukherjee, S.K.3
  • 32
    • 34047265178 scopus 로고    scopus 로고
    • Immune Optimization Algorithm for Constrained Nonlinear Multiobjective Optimization Problems
    • Zhang, Z.-H., Immune Optimization Algorithm for Constrained Nonlinear Multiobjective Optimization Problems, Appl. Soft Comput. J. 7(3), 840-857 (2007).
    • (2007) Appl. Soft Comput. J. , vol.7 , Issue.3 , pp. 840-857
    • Zhang, Z.-H.1
  • 33
    • 34249985025 scopus 로고    scopus 로고
    • A Reinforcement Learning Intelligent Controller Based on Primary-secondary Response Mechanism of Immune System
    • Liu, B., Ding, Y.-S., and Ruan, D., A Reinforcement Learning Intelligent Controller Based on Primary-secondary Response Mechanism of Immune System, Dyn. Contin. Discrete Impuls. Syst. Ser. B Appl. Algorithms 14(4), 557-574 (2007).
    • (2007) Dyn. Contin. Discrete Impuls. Syst. Ser. B Appl. Algorithms , vol.14 , Issue.4 , pp. 557-574
    • Liu, B.1    Ding, Y.-S.2    Ruan, D.3
  • 34
    • 19644388894 scopus 로고    scopus 로고
    • A Novel Artificial Immune System Algorithm for High-dimensional Function Numerical Optimization
    • Du, H.-F., Gong, M.-G., Jiao, L.-C., and Liu, R.-C., A Novel Artificial Immune System Algorithm for High-dimensional Function Numerical Optimization, Prog. Nat. Sci. 15(5), 463-471 (2005).
    • (2005) Prog. Nat. Sci. , vol.15 , Issue.5 , pp. 463-471
    • Du, H.-F.1    Gong, M.-G.2    Jiao, L.-C.3    Liu, R.-C.4
  • 35
    • 47749112044 scopus 로고    scopus 로고
    • Multiobjective Immune Algorithm with Nondominated Neighbor-based Selection
    • Gong, M.-G., Jiao, L.-C., Du, H.-F., and Bo, L.-F., Multiobjective Immune Algorithm with Nondominated Neighbor-based Selection, Evol. Comput. 16(2), 225-255 (2008).
    • (2008) Evol. Comput. , vol.16 , Issue.2 , pp. 225-255
    • Gong, M.-G.1    Jiao, L.-C.2    Du, H.-F.3    Bo, L.-F.4
  • 36
    • 33845995828 scopus 로고    scopus 로고
    • Immune Memory Clonal Selection Algorithms for Designing Stack Filters
    • Dong, W.-S., Shi, G.-G., and Zhang, L., Immune Memory Clonal Selection Algorithms for Designing Stack Filters, Neurocomputing 70(4-6), 777-784 (2007).
    • (2007) Neurocomputing , vol.70 , Issue.4-6 , pp. 777-784
    • Dong, W.-S.1    Shi, G.-G.2    Zhang, L.3
  • 37
    • 0036613006 scopus 로고    scopus 로고
    • Learning and Optimization using the Clonal Selection Principle
    • de Castro, L.N., and Von Zuben, F.J., Learning and Optimization using the Clonal Selection Principle, IEEE Trans. Evol. Comput. 6(3), 239-251 (2002).
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.3 , pp. 239-251
    • de Castro, L.N.1    Von Zuben, F.J.2
  • 38
    • 34447288740 scopus 로고    scopus 로고
    • Negative Selection Based Immune Optimization
    • Cao, X.-B., Qiao, H., and Xu, Y.-W., Negative Selection Based Immune Optimization, Adv. Eng. Softw. 38(10), 649-656 (2007).
    • (2007) Adv. Eng. Softw. , vol.38 , Issue.10 , pp. 649-656
    • Cao, X.-B.1    Qiao, H.2    Xu, Y.-W.3
  • 39
    • 33750313171 scopus 로고    scopus 로고
    • VIS: an Artificial Immune Network for Multi-objective Optimization
    • Freschi, F., and Repetto, M., VIS: an Artificial Immune Network for Multi-objective Optimization, Eng. Optim. 38(8), 975-996 (2006).
    • (2006) Eng. Optim. , vol.38 , Issue.8 , pp. 975-996
    • Freschi, F.1    Repetto, M.2
  • 40
    • 19744369828 scopus 로고    scopus 로고
    • A Study of a Parallelized Immune Coevolutionary Algorithm for Division-of-labor Problems
    • Toma, N., Endo, S., and Yamada, K., A Study of a Parallelized Immune Coevolutionary Algorithm for Division-of-labor Problems, Artif. Life Rob. 9(2), 76-80 (2005).
    • (2005) Artif. Life Rob. , vol.9 , Issue.2 , pp. 76-80
    • Toma, N.1    Endo, S.2    Yamada, K.3
  • 41
    • 4544296304 scopus 로고    scopus 로고
    • Data Mining of Bayesian Networks using Cooperative Coevolution
    • Wong, M.L., Lee, S.Y., and Leung, K.S., Data Mining of Bayesian Networks using Cooperative Coevolution, Decis. Support Syst. 38(3), 451-472 (2004).
    • (2004) Decis. Support Syst. , vol.38 , Issue.3 , pp. 451-472
    • Wong, M.L.1    Lee, S.Y.2    Leung, K.S.3
  • 43
    • 34248582408 scopus 로고    scopus 로고
    • A Co-evolving Decision Tree Classification Method
    • Aitkenhead, M.J., A Co-evolving Decision Tree Classification Method, Expert Syst. Appl. 34(1), 18-25 (2008).
    • (2008) Expert Syst. Appl. , vol.34 , Issue.1 , pp. 18-25
    • Aitkenhead, M.J.1
  • 44
    • 0141887092 scopus 로고    scopus 로고
    • The Collaborative Filtering Recommendation Based on SOM Cluster-indexing CBR
    • Roh, T.H., Oh, K.J., and Han, I., The Collaborative Filtering Recommendation Based on SOM Cluster-indexing CBR, Expert Syst. Appl. 25(3), 413-423 (2003).
    • (2003) Expert Syst. Appl. , vol.25 , Issue.3 , pp. 413-423
    • Roh, T.H.1    Oh, K.J.2    Han, I.3
  • 45
    • 84950656359 scopus 로고
    • Variations of Boxplots
    • McGill, R., Tukey, J., and Larsen, W., Variations of Boxplots, Am. Stat. 32, 12-16 (1978).
    • (1978) Am. Stat. , vol.32 , pp. 12-16
    • McGill, R.1    Tukey, J.2    Larsen, W.3
  • 46
    • 0029109969 scopus 로고
    • Clothing and Human Values: a Two-dimensional Model for Measurement
    • Sontag, M.S., and Schlater, J.D., Clothing and Human Values: a Two-dimensional Model for Measurement, Clothing Textiles Res. J. 13(1), 1-10 (1995).
    • (1995) Clothing Textiles Res. J. , vol.13 , Issue.1 , pp. 1-10
    • Sontag, M.S.1    Schlater, J.D.2
  • 47


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