A branch-and-bound procedure for the resource-constrained project scheduling problem with partially renewable resources and general temporal constraints
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作者:
Kai Watermeyer
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机构:Clausthal University of Technology,Institute of Management and Economics, Operations Research Group
Kai Watermeyer
Jürgen Zimmermann
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机构:Clausthal University of Technology,Institute of Management and Economics, Operations Research Group
Jürgen Zimmermann
机构:
[1] Clausthal University of Technology,Institute of Management and Economics, Operations Research Group
Project scheduling;
Branch and bound;
Resource-constrained project scheduling;
Partially renewable resources;
Minimum and maximum time lags;
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摘要:
In this paper, we consider the resource-constrained project scheduling problem with partially renewable resources and general temporal constraints. For the first time, the concept of partially renewable resources is embedded in the context of projects with general temporal constraints. While partially renewable resources have already broadened the area of applications for project scheduling, the extension by general temporal constraints allows to consider even more relevant aspects of real projects. We present a branch-and-bound procedure for the problem with the objective to minimize the project duration. To improve the performance of the solution procedure, new consistency tests, lower bounds, and dominance rules are developed. Furthermore, new temporal planning procedures, based on forbidden start times of activities, are presented which can be used for any project scheduling problem with general temporal constraints independent on the considered resource type. In a performance analysis, we compare our branch-and-bound procedure with the mixed-integer linear programming solver IBM CPLEX 12.8.0 on adaptations of benchmark instances from the literature. In addition, we compare our solution procedure with the only available branch-and-bound procedure for partially renewable resources. The results of the computational experiments prove the efficiency of our branch-and-bound procedure.
机构:
North China Elect Power Univ, Dept Econ Management, Baoding 071003, Hebei, Peoples R ChinaNorth China Elect Power Univ, Dept Econ Management, Baoding 071003, Hebei, Peoples R China
Kong, Feng
Dou, Dong
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机构:
North China Elect Power Univ, Dept Econ Management, Baoding 071003, Hebei, Peoples R ChinaNorth China Elect Power Univ, Dept Econ Management, Baoding 071003, Hebei, Peoples R China
机构:
Harbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R ChinaHarbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R China
Hu, Shicheng
Wang, Song
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机构:
Harbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R ChinaHarbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R China
Wang, Song
Kao, Yonggui
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机构:
Harbin Inst Technol, Dept Math, Weihai 264209, Peoples R ChinaHarbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R China
Kao, Yonggui
Ito, Takao
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机构:
Harbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R ChinaHarbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R China
Ito, Takao
Sun, Xuedong
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机构:
Sun Yat Sen Univ, Sch Software, Guangzhou 510275, Guangdong, Peoples R ChinaHarbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R China