Resource constrained project scheduling by harmony search algorithm
The construction industry is nonhomogeneous and also managing construction projects are more difficult in today’s world. Construction projects are huge and contractors want to accomplish them within a short time in this fast changing era. Therefore, the time and resource have to be managed for a suc...
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| Published in: | KSCE Journal of Civil Engineering Vol. 21; no. 2; pp. 479 - 487 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Seoul
Korean Society of Civil Engineers
01.02.2017
Springer Nature B.V 대한토목학회 |
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| ISSN: | 1226-7988, 1976-3808 |
| Online Access: | Get full text |
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| Abstract | The construction industry is nonhomogeneous and also managing construction projects are more difficult in today’s world. Construction projects are huge and contractors want to accomplish them within a short time in this fast changing era. Therefore, the time and resource have to be managed for a successful construction project management. Resource leveling is one of the primary tools used for managing resources. The target is leveling the resources within a minimum time period to complete the project successfully. Resource constrained project scheduling problems (RCPSP) are a Non-deterministic Polynomial-time hard (NP-hard) problem therefore heuristic methods can be used to solve it. This paper presents a harmony search method for solving the RCPSP. In order to compare the performance of the developed software three examples were chosen from the literature. Computational results indicate that the harmony search method is more effective, rapid and suitable for the RCPSP than existing solutions. |
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| AbstractList | The construction industry is nonhomogeneous and also managing construction projects are more difficult in today’s world. Construction projects are huge and contractors want to accomplish them within a short time in this fast changing era. Therefore, the time and resource have to be managed for a successful construction project management. Resource leveling is one of the primary tools used for managing resources. The target is leveling the resources within a minimum time period to complete the project successfully. Resource constrained project scheduling problems (RCPSP) are a Non-deterministic Polynomial-time hard (NP-hard) problem therefore heuristic methods can be used to solve it. This paper presents a harmony search method for solving the RCPSP. In order to compare the performance of the developed software three examples were chosen from the literature. Computational results indicate that the harmony search method is more effective, rapid and suitable for the RCPSP than existing solutions. The construction industry is nonhomogeneous and also managing construction projects are more difficult in today's world. Construction projects are huge and contractors want to accomplish them within a short time in this fast changing era. Therefore, the time and resource have to be managed for a successful construction project management. Resource leveling is one of the primary tools used for managing resources. The target is leveling the resources within a minimum time period to complete the project successfully. Resource constrained project scheduling problems (RCPSP) are a Non-deterministic Polynomial-time hard (NP-hard) problem therefore heuristic methods can be used to solve it. This paper presents a harmony search method for solving the RCPSP. In order to compare the performance of the developed software three examples were chosen from the literature. Computational results indicate that the harmony search method is more effective, rapid and suitable for the RCPSP than existing solutions. KCI Citation Count: 16 |
| Author | Bekdaş, Gebrail Temur, Rasim Giran, Omer |
| Author_xml | – sequence: 1 givenname: Omer surname: Giran fullname: Giran, Omer email: ogiran@istanbul.edu.tr organization: Dept. of Civil Engineering, Istanbul University – sequence: 2 givenname: Rasim surname: Temur fullname: Temur, Rasim organization: Dept. of Civil Engineering, Istanbul University – sequence: 3 givenname: Gebrail surname: Bekdaş fullname: Bekdaş, Gebrail organization: Dept. of Civil Engineering, Istanbul University |
| BackLink | https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002192477$$DAccess content in National Research Foundation of Korea (NRF) |
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| Cites_doi | 10.1061/(ASCE)0733-9364(1989)115:2(302) 10.1061/(ASCE)HY.1943-7900.0000637 10.1002/1520-6750(199308)40:5<665::AID-NAV3220400509>3.0.CO;2-J 10.1061/(ASCE)0887-3801(2010)24:1(45) 10.1080/01446190110109148 10.3846/13923730.2011.625641 10.3130/jaabe.4.461 10.1061/(ASCE)CP.1943-5487.0000116 10.1061/(ASCE)0733-9364(1996)122:2(125) 10.1016/0377-2217(90)90116-S 10.1177/003754970107600201 10.1109/CEC.2014.6900543 10.1016/j.engappai.2007.11.006 10.1016/j.autcon.2007.11.004 10.1287/mnsc.21.8.944 10.1016/0377-2217(87)90240-2 10.1007/s10462-009-9138-1 10.1139/l02-034 10.1016/j.ijproman.2005.06.006 10.1016/j.autcon.2004.08.006 10.1080/00207548208947751 10.1007/s12205-015-0578-7 10.1080/01446190210131098 10.4304/jsw.8.8.2058-2063 |
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| Copyright | Korean Society of Civil Engineers and Springer-Verlag Berlin Heidelberg 2017 Korean Society of Civil Engineers and Springer-Verlag Berlin Heidelberg 2017. |
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| Keywords | construction management harmony search scheduling resource leveling optimization |
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| Snippet | The construction industry is nonhomogeneous and also managing construction projects are more difficult in today’s world. Construction projects are huge and... The construction industry is nonhomogeneous and also managing construction projects are more difficult in today's world. Construction projects are huge and... The construction industry is nonhomogeneous and also managing construction projects are more difficult in today's world. Construction projects are huge and... |
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