A general variable neighborhood search based on path relinking algorithm for multi-skill resource-constrained project scheduling problem with multiple restrictions
This paper proposes a general variable neighborhood search based path relinking algorithm (GVNS-PR) to solving the multi-skill resources-constrained project scheduling problem with multiple restrictions. Integrating a local refinement procedure and a path relinking framework, the proposed GVNS-PR is...
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| Published in | Journal of physics. Conference series Vol. 1341; no. 5; pp. 52006 - 52015 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Bristol
IOP Publishing
01.10.2019
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1742-6588 1742-6596 1742-6596 |
| DOI | 10.1088/1742-6596/1341/5/052006 |
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| Abstract | This paper proposes a general variable neighborhood search based path relinking algorithm (GVNS-PR) to solving the multi-skill resources-constrained project scheduling problem with multiple restrictions. Integrating a local refinement procedure and a path relinking framework, the proposed GVNS-PR is assessed on two datasets and achieves highly competitive results. One set of benchmark instances which are known in the literature can be used to demonstrate the capability of the proposed algorithm to seek for the high quality schedules, in comparison with the existed state-of-the-art algorithms. The other one revises the previous through adding the researched restrictions into instances information. Two critical components of the proposed algorithm are shed light on to confirm their key role to the successful method. |
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| AbstractList | This paper proposes a general variable neighborhood search based path relinking algorithm (GVNS-PR) to solving the multi-skill resources-constrained project scheduling problem with multiple restrictions. Integrating a local refinement procedure and a path relinking framework, the proposed GVNS-PR is assessed on two datasets and achieves highly competitive results. One set of benchmark instances which are known in the literature can be used to demonstrate the capability of the proposed algorithm to seek for the high quality schedules, in comparison with the existed state-of-the-art algorithms. The other one revises the previous through adding the researched restrictions into instances information. Two critical components of the proposed algorithm are shed light on to confirm their key role to the successful method. |
| Author | Dai, H Cheng, W |
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| SubjectTerms | Algorithms Constrictions Critical components Physics Project management Resource scheduling Schedules |
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| Title | A general variable neighborhood search based on path relinking algorithm for multi-skill resource-constrained project scheduling problem with multiple restrictions |
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