Articles liés à Intelligent Decision-making Models for Production and...

Intelligent Decision-making Models for Production and Retail Operations - Couverture rigide

 
9783662526798: Intelligent Decision-making Models for Production and Retail Operations

Synopsis

This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Zhaoxia Guo

Research Areas
Production scheduling and optimization, Sales forecasting, Decision support systems, Computational intelligence

Education
09/2004-08/2007, Ph.D, The Hong Kong Polytechnic University, Hong Kong
09/2000-03/2003, M.Sc. in Control Theory and Control Engineering, Donghua University, Shanghai, China
09/1996-06/2000, Bachelor in Automatic Control, Donghua University, Shanghai, China

Working Experience
2012.09- Present, Associate Professor, Business School, Sichuan University, China
2013.12- 2014.12, Honorary associate, University of Wisconsin-Madison, US
2008.12-2012.08, Postdoctoral fellow, The Hong Kong Polytechnic University, Hong Kong
2007.09-2008.11, IT/System In Charge, Genexy Company Limited, Hong Kong
2003.3-2004.8, Assistant lecturer, Donghua University, China

Awards
2nd Prize in IMB Innovation Award 2009 (Category: Research and Development), Awardedby The European Commission of the Industry Research, IMB 2009 World of Textile Processing, German, 3rd Awardee
Gold Award in Most Innovative Use of EPC/RFID, Hong Kong RFID Awards 2012, Hong Kong, 2nd Awardee

Professional Activities
Editorial member, International Journal of Engineering Mathematics, Advanced Engineering Technology and Application;
Member, International Institute of Forecasters, Association for Information Systems;
The 10th IEEE International Conference on Industrial Informatics (INDIN 2012), Session Chair;
Invited reviewer: Applied Mathematical Modeling, Applied Soft Computing, Computers & Industrial Engineering, European Journal of Operational Research, IEEE Transactions on Automation Science and Engineering, IEEE Transactions on Industrial Informatics, IEEE Transactions on Neural Networks, Information Sciences, International Journal of Advanced Manufacturing Technology, International Journal of Production Research, Neural Computing and Applications, Textile Research Journal, etc.

Research Projects (Selected)
On Supply Chain Scheduling Integrating Production and Distribution Operations and its Hybrid Intelligent Decision-making Models, Sponsored by the National Natural Science Foundation of China (2014-2016), Principal Investigator
Modeling and Optimization for Integrated Scheduling of Production and Transportation in MTO supply chain, Sponsored by the Research Funds for Outstanding Youth Scholars of Sichuan University (2014-2016), Principal Investigator
Development of Index System for Low-carbon Logistics Evaluation, Sponsored by the Key Logistics Research Project of Sichuan Province (2014-2015), Co-investigator
Development of a Decision-making Model for Dynamic Supply Chain Network optimization, Sponsored by Fundamental Research Funds for the Central Universities of China (2013-2015), Principal Investigator.
Hybrid Intelligent System for Product demand Forecasting in Apparel Supply Chains, Sponsored by Postdoctoral Fellowship Fund of HKPolyU (2010-2012), Applicant.
Development of a Fashion Sales Forecasting Decision Support System for Retailing, Sponsored by HKRITA and 4 Apparel Retail Companies, (2008-2010), Project Manager

Publications (Selected)

Monographs
[1]Wong W.K., Guo Z.X., Leung S.Y.S. (2013), Optimizing decision making in the apparel supply chain using artificial intelligence (AI): From production to retail, Woodhead Publishing Limited, Cambridge, UK
[2]Wong W.K., Guo Z.X. (2014), Fashion supply chain management using radio frequency identification (RFID) technologies, Woodhead Publishing Limited, Cambridge, UK
Journal Papers
[3]Guo Z.X., Yang C., Wang, W. and Yang J.. (2015) "Harmony search-based multi-objective optimization model for multi-site order planning with multiple uncertainties and learning effects", Computers & Industrial Engineering, In Press, DOI: 10.1016/j.cie.2015.01.023.
[4]Guo Z.X., Ngai EWT, Yang C., and Liang XD. (2015) "An RFID-based intelligent decision support system architecture for production monitoring and scheduling in a distributed manufacturing environment", International Journal of Production Economics. 159: 16-28.
[5]Guo Z. X., Wong W.K. and Guo C. (2014). "A cloud-based intelligent decision-making system for order tracking and scheduling in apparel manufacturing". International Journal of Production Research. 52(4): 1100-1115.
[6]Wong W. K., Guo Z. X. and Leung S. Y. S. (2014). "Intelligent multi-objective decision-making model with RFID technology for production planning". International Journal of Production Economics. 147, Part C, 647-658
[7]Guo, Z.X., Wong W.K., and Leung S. Y. S. (2013). A hybrid intelligent model for order allocation planning in make-to-order manufacturing. Applied Soft Computing, 13(3): 1376-1390.
[8]Guo Z. X. and Wong W.K. (2013). A multivariate intelligent decision-making model for retail sales forecasting. Decision Support Systems. 55(1): 247-255. [9]Guo Z. X., Wong W.K., Zhi Li and Peiyu Ren (2013). Modeling and Pareto optimization of multi-objective order scheduling problems in production planning. Computers & Industrial Engineering, 64(4): 972-986.
[10]Guo, Z.X., Wong W.K., and Li Min (2012). Sparsely connected neural network-based time series forecasting. Information Sciences. 193(1): 54-71.
[11]Wong W.K., Leung S.Y.S., Guo Z.X. (2012). Feedback controlled particle swarm optimization and its application in time-series prediction. Expert Systems with Applications. 39(10): 8557-8572.
[12]Wong W.K., Leung S.Y.S., Guo Z.X., et al. (2012). Intelligent product cross-selling system with radio frequency identification technology for retailing. International Journal of Production Economics 135(1): 308-319.
[13]Guo, Z.X., Wong W.K., Leung S.Y.S. and Li Min (2011). "Applications of artificial intelligence in the apparel industry: A review". Textile Research Journal 81(18): 1871-1892.
[14]Wong W.K., Guo Z.X. and Leung S.Y.S. (2010). "Partially Connected Feedforward Neural Networks on Apollonian Networks." Physica A 389(22): 5298-5307.
[15]Wong W.K. and Guo Z.X. (2010). "A hybrid intelligent model for medium-term sales forecasting in fashion retail supply chains using extreme learning machine and harmony search algorithm." International Journal of Production Economics 128(2): 614-624.
[16]Wong W.K. and Guo Z.X. (2010). "A hybrid approach for packing irregular patterns using evolutionary strategies and neural network." International Journal of Production Research 48(20): 6061 - 6084.
[17]Guo, Z.X., Wong W.K., Leung S.Y.S. and Fan J.T. (2009). "Intelligent production control decision support system for flexible assembly lines." Expert Systems with Applications 36(3): 4268-4277.
[18]Guo Z.X., Wong W.K., et al. (2008). "Genetic optimization of order scheduling with multiple uncertainties." Expert Systems with Applications 35:1788-1801.
[19]Guo Z.X., Wong W.K., et al. (2008). "A genetic algorithm based optimization model for solving the flexible assembly line balancing problem with work-sharing and workstation revisiting." IEEE Transactions on Systems Man and Cybernetics Part C - Applications and Reviews 38(2):218-228.
[20]Guo Z.X., Wong W.K., et al. (2008). "A genetic-algorithm-based optimization model for scheduling flexible assembly lines." International Journal of Advanced Manufacturing Technology 36(1-2):156-168.
[21]Guo Z.X., Wong W.K., et al. (2006). "Mathematical model and genetic optimization for the job shop scheduling problem in a mixed- and multi-product assembly environment: A case study based on the apparel industry". Computers & Industrial Engineering 50(3), 202-219.

Conference Papers
[22]Yang C., Guo Z.X., and Liu L. (2014). Comparison Study on Algorithms for Vehicle Routing Problem With Time Windows. The 21st International Conference on Industrial Engineering and Engineering Management 2014 (IEEM 2014), Zhuhai, China.
[23]Yang Can, Ngai E.W.T., Guo Z.X.*, Luo, Li, An Information System Framework and Prototype for Collaborative and Standardized Chinese Liquor Production, 20th Americas Conference on Information Systems, AMCIS 2014, Savannah, GA, USA, 2014
[24]Guo Z.X., Chen L., and Yang J. (2014). An intelligent multi-objective optimization approach for multi-site order planning in MTO manufacturing. the World Congress on Engineering and Computer Science 2014, WCECS 2014, San Francisco, USA.
[25]Guo Z.X., Guo Chunxiang (2014), A Cloud-based Decision Support System Framework for Order Planning and Tracking, International Conference on Management Science and Engineering Management, Proceedings of the Seventh International Conference on Management Science and Engineering Management, Lecture Notes in Electrical Engineering 241, pp 85-98
[26]Guo Z.X., Yang Can (2013), Development ofproduction tracking and scheduling system: A cloud-based architecture, 2013 International Conference on Cloud Computing and Big Data (CloudCom-Asia), 2013, Fuzhou, China
[27]Guo Z.X. (2013), An Intelligent Decision-making Model for Multivariate Demand Forecasting, Presented at the 33rd International Symposium on Forecasting, 23-26 June, Souel, Korea.
[28]Guo Z.X., Li M., Wong W.K. (2012). Intelligent multivariate sales forecasting using wrapper approach and neural networks, IEEE INDIN2012 - IEEE International Conference on Industrial Informatics, Beijing, China.
[29]Wong W.K., Guo Z.X. and Mok P.Y. (2012) A hybrid intelligent model for order allocation planning in make-to-order manufacturing. Proceedings of World Academy of Science, Engineering and Technology 2012, Paris, France.
[30]Guo, Z.X., Wong W.K. and Leung S.Y.S. (2011). "RFID-based intelligent production planning systems for apparel manufacturing", The Fiber Society 2011 Spring Conference, pp: 68-69. Hong Kong, China.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Acheter D'occasion

état :  Très bon
Zustand: Sehr gut | Seiten: 336...
Afficher cet article
EUR 11,66

Autre devise

EUR 5,90 expédition depuis Allemagne vers France

Destinations, frais et délais

Acheter neuf

Afficher cet article
EUR 92,27

Autre devise

EUR 9,70 expédition depuis Allemagne vers France

Destinations, frais et délais

Autres éditions populaires du même titre

9783662570692: Intelligent Decision-making Models for Production and Retail Operations

Edition présentée

ISBN 10 :  3662570696 ISBN 13 :  9783662570692
Editeur : Springer, 2018
Couverture souple

Résultats de recherche pour Intelligent Decision-making Models for Production and...

Image d'archives

Zhaoxia Guo
Edité par Springer Berlin Heidelberg, 2016
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Ancien ou d'occasion Couverture rigide

Vendeur : Buchpark, Trebbin, Allemagne

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Etat : Sehr gut. Zustand: Sehr gut | Seiten: 336 | Sprache: Englisch | Produktart: Bücher. N° de réf. du vendeur 26718420/12

Contacter le vendeur

Acheter D'occasion

EUR 11,66
Autre devise
Frais de port : EUR 5,90
De Allemagne vers France
Destinations, frais et délais

Quantité disponible : 1 disponible(s)

Ajouter au panier

Image d'archives

Guo, Zhaoxia
Edité par Berlin/Heidelberg, Springer., 2016
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Ancien ou d'occasion Couverture rigide

Vendeur : Universitätsbuchhandlung Herta Hold GmbH, Berlin, Allemagne

Évaluation du vendeur 4 sur 5 étoiles Evaluation 4 étoiles, En savoir plus sur les évaluations des vendeurs

XI, 324 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Sprache: Englisch. N° de réf. du vendeur 6527GB

Contacter le vendeur

Acheter D'occasion

EUR 17
Autre devise
Frais de port : EUR 10
De Allemagne vers France
Destinations, frais et délais

Quantité disponible : 1 disponible(s)

Ajouter au panier

Image fournie par le vendeur

Zhaoxia Guo
Edité par Springer Berlin Heidelberg, 2016
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Neuf Couverture rigide

Vendeur : moluna, Greven, Allemagne

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Etat : New. N° de réf. du vendeur 120027421

Contacter le vendeur

Acheter neuf

EUR 92,27
Autre devise
Frais de port : EUR 9,70
De Allemagne vers France
Destinations, frais et délais

Quantité disponible : Plus de 20 disponibles

Ajouter au panier

Image fournie par le vendeur

Zhaoxia Guo
Edité par Springer Berlin Heidelberg, 2016
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Neuf Couverture rigide

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting. N° de réf. du vendeur 9783662526798

Contacter le vendeur

Acheter neuf

EUR 106,99
Autre devise
Frais de port : EUR 10,99
De Allemagne vers France
Destinations, frais et délais

Quantité disponible : 1 disponible(s)

Ajouter au panier

Image fournie par le vendeur

Zhaoxia Guo
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Neuf Couverture rigide
impression à la demande

Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting. 336 pp. Englisch. N° de réf. du vendeur 9783662526798

Contacter le vendeur

Acheter neuf

EUR 106,99
Autre devise
Frais de port : EUR 11
De Allemagne vers France
Destinations, frais et délais

Quantité disponible : 2 disponible(s)

Ajouter au panier

Image fournie par le vendeur

Zhaoxia Guo
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Neuf Couverture rigide

Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Buch. Etat : Neu. Neuware -This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 336 pp. Englisch. N° de réf. du vendeur 9783662526798

Contacter le vendeur

Acheter neuf

EUR 106,99
Autre devise
Frais de port : EUR 15
De Allemagne vers France
Destinations, frais et délais

Quantité disponible : 2 disponible(s)

Ajouter au panier

Image d'archives

Guo, Zhaoxia
Edité par Springer, 2016
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Neuf Couverture rigide

Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Etat : New. In. N° de réf. du vendeur ria9783662526798_new

Contacter le vendeur

Acheter neuf

EUR 119,28
Autre devise
Frais de port : EUR 4,73
De Royaume-Uni vers France
Destinations, frais et délais

Quantité disponible : Plus de 20 disponibles

Ajouter au panier

Image d'archives

Guo, Zhaoxia
Edité par Springer, 2016
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Neuf Couverture rigide
impression à la demande

Vendeur : Brook Bookstore On Demand, Napoli, NA, Italie

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Etat : new. Questo è un articolo print on demand. N° de réf. du vendeur c9f15f2d0ec614b6432f34431b932cc6

Contacter le vendeur

Acheter neuf

EUR 86,24
Autre devise
Frais de port : EUR 40
De Italie vers France
Destinations, frais et délais

Quantité disponible : Plus de 20 disponibles

Ajouter au panier

Image d'archives

Guo, Zhaoxia (Author)
Edité par Springer, 2016
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Neuf Couverture rigide

Vendeur : Revaluation Books, Exeter, Royaume-Uni

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Hardcover. Etat : Brand New. 335 pages. 9.25x6.10x1.02 inches. In Stock. N° de réf. du vendeur x-3662526794

Contacter le vendeur

Acheter neuf

EUR 158,20
Autre devise
Frais de port : EUR 11,86
De Royaume-Uni vers France
Destinations, frais et délais

Quantité disponible : 2 disponible(s)

Ajouter au panier

Image d'archives

Guo, Zhaoxia
Edité par Springer, 2016
ISBN 10 : 3662526794 ISBN 13 : 9783662526798
Neuf Couverture rigide

Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis

Évaluation du vendeur 5 sur 5 étoiles Evaluation 5 étoiles, En savoir plus sur les évaluations des vendeurs

Etat : New. N° de réf. du vendeur ABLIING23Mar3113020316897

Contacter le vendeur

Acheter neuf

EUR 105,38
Autre devise
Frais de port : EUR 65,64
De Etats-Unis vers France
Destinations, frais et délais

Quantité disponible : Plus de 20 disponibles

Ajouter au panier

There are 1 autres exemplaires de ce livre sont disponibles

Afficher tous les résultats pour ce livre