GAnet: genetic algorithm platform for pipe network optimisation
The marriage of object-oriented programming techniques and genetic algorithms (GAs) provides a uniquely flexible environment for the development of evolution programs with technical applications. Computerised representations of hydraulic network models are used in various guises throughout the water...
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| Published in: | Advances in engineering software (1992) Vol. 32; no. 6; pp. 467 - 475 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
01.06.2001
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| ISSN: | 0965-9978 |
| Online Access: | Get full text |
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| Abstract | The marriage of object-oriented programming techniques and genetic algorithms (GAs) provides a uniquely flexible environment for the development of evolution programs with technical applications. Computerised representations of hydraulic network models are used in various guises throughout the water industry. As well as being commonly linked to relational databases to form asset management systems and to geographic information systems (GIS) to provide visualisation and mapping facilities, common applications include modelling the hydraulic performance of the network and use in network optimisation applications. This paper describes an architecture for an integrated optimisation application, GAnet, which comparises a GA application, a GIS and a hydraulic network solver. |
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| AbstractList | The marriage of object-oriented programming techniques and genetic algorithms (GAs) provides a uniquely flexible environment for the development of evolution programs with technical applications. Computerised representations of hydraulic network models are used in various guises throughout the water industry. As well as being commonly linked to relational databases to form asset management systems and to geographic information systems (GIS) to provide visualisation and mapping facilities, common applications include modelling the hydraulic performance of the network and use in network optimisation applications. This paper describes an architecture for an integrated optimisation application, GAnet, which comparises a GA application, a GIS and a hydraulic network solver. |
| Author | Savić, D.A Walters, G.A Morley, M.S Atkinson, R.M |
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| Cites_doi | 10.1061/(ASCE)0887-3801(1996)10:2(125) 10.1061/(ASCE)0887-3801(1987)1:2(128) 10.1177/002029409903200403 |
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| References | Solomatine (10.1016/S0965-9978(00)00107-1_BIB10) 1996; 10 (10.1016/S0965-9978(00)00107-1_BIB11) 1997 10.1016/S0965-9978(00)00107-1_BIB7 Savić (10.1016/S0965-9978(00)00107-1_BIB5) 1999; 32 Rossman (10.1016/S0965-9978(00)00107-1_BIB9) 1993 (10.1016/S0965-9978(00)00107-1_BIB14) 1992 Corcoran (10.1016/S0965-9978(00)00107-1_BIB12) 1993 (10.1016/S0965-9978(00)00107-1_BIB6) 1996 (10.1016/S0965-9978(00)00107-1_BIB13) 1997 Goldberg (10.1016/S0965-9978(00)00107-1_BIB2) 1987; 1 (10.1016/S0965-9978(00)00107-1_BIB15) 1998 Savić (10.1016/S0965-9978(00)00107-1_BIB3) 1994 10.1016/S0965-9978(00)00107-1_BIB8 Michalewicz (10.1016/S0965-9978(00)00107-1_BIB1) 1996 Walters (10.1016/S0965-9978(00)00107-1_BIB4) 1999 |
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