%0 Conference Paper %1 Tanev:2002:gecco %A Tanev, Ivan T. %A Uozumi, Takashi %A Morotome, Yoshiharu %B GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference %C New York %D 2002 %E Langdon, W. B. %E Cantú-Paz, E. %E Mathias, K. %E Roy, R. %E Davis, D. %E Poli, R. %E Balakrishnan, K. %E Honavar, V. %E Rudolph, G. %E Wegener, J. %E Bull, L. %E Potter, M. A. %E Schultz, A. C. %E Miller, J. F. %E Burke, E. %E Jonoska, N. %I Morgan Kaufmann Publishers %K algorithm, algorithms, application applications, evolutionary genetic job programming, provider real scheduling, service, shop world %P 1219--1226 %T An Application Service Provider Approach For Hybrid Evolutionary Algorithm-based Real-world Flexible Job Shop Scheduling Problem %U http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/gecco2002/gecco-2002-20.pdf %X scheduling of customers' orders in factories of plastic injection machines (FPIM) as a case of real-world flexible job shop scheduling problem (FJSS). The objective of discussed work is to provide FPIM with high business speed which implies (a) providing a customers with convenient way for remote online access to the factory's database and (b) developing an efficient scheduling routine for planning the assignment of the submitted customers' orders to FPIM machines. Remote online access to FPIM database, approached via delivering the software as a Web-service in accordance with the application service provider (ASP) paradigm is proposed. As an approach addressing the issue of efficient scheduling routine a hybrid evolutionary algorithm (HEA) combining priority-dispatching rules (PDRs) with GA, is developed. An implementation of HEA as a database stored procedure is discussed. Performance evaluation results are presented. The results obtained for evolving a schedule of 400 customers' orders on experimental model of FPIM indicate that the business delays in order of half an hour can be achieved. %@ 1-55860-878-8

@inproceedings{Tanev:2002:gecco, abstract = {scheduling of customers' orders in factories of plastic injection machines (FPIM) as a case of real-world flexible job shop scheduling problem (FJSS). The objective of discussed work is to provide FPIM with high business speed which implies (a) providing a customers with convenient way for remote online access to the factory's database and (b) developing an efficient scheduling routine for planning the assignment of the submitted customers' orders to FPIM machines. Remote online access to FPIM database, approached via delivering the software as a Web-service in accordance with the application service provider (ASP) paradigm is proposed. As an approach addressing the issue of efficient scheduling routine a hybrid evolutionary algorithm (HEA) combining priority-dispatching rules (PDRs) with GA, is developed. An implementation of HEA as a database stored procedure is discussed. Performance evaluation results are presented. The results obtained for evolving a schedule of 400 customers' orders on experimental model of FPIM indicate that the business delays in order of half an hour can be achieved.}, added-at = {2008-06-19T17:46:40.000+0200}, address = {New York}, author = {Tanev, Ivan T. and Uozumi, Takashi and Morotome, Yoshiharu}, biburl = {https://www.bibsonomy.org/bibtex/2a1ca23cd9f8f366d205e0f86bf1b347a/brazovayeye}, booktitle = {GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference}, editor = {Langdon, W. B. and Cant{\'u}-Paz, E. and Mathias, K. and Roy, R. and Davis, D. and Poli, R. and Balakrishnan, K. and Honavar, V. and Rudolph, G. and Wegener, J. and Bull, L. and Potter, M. A. and Schultz, A. C. and Miller, J. F. and Burke, E. and Jonoska, N.}, interhash = {64c5748ffa1991c91e8fd7f457c4df93}, intrahash = {a1ca23cd9f8f366d205e0f86bf1b347a}, isbn = {1-55860-878-8}, keywords = {algorithm, algorithms, application applications, evolutionary genetic job programming, provider real scheduling, service, shop world}, month = {9-13 July}, notes = {GECCO-2002. A joint meeting of the eleventh International Conference on Genetic Algorithms (ICGA-2002) and the seventh Annual Genetic Programming Conference (GP-2002)}, pages = {1219--1226}, publisher = {Morgan Kaufmann Publishers}, publisher_address = {San Francisco, CA 94104, USA}, timestamp = {2008-06-19T17:52:36.000+0200}, title = {An Application Service Provider Approach For Hybrid Evolutionary Algorithm-based Real-world Flexible Job Shop Scheduling Problem}, url = {http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/gecco2002/gecco-2002-20.pdf}, year = 2002 }