Iterative non-deterministic algorithms in on-shore wind farm design: A brief survey
Wind farm layout design is a complex optimization problem consisting of number of design objectives and constraints. Different variations of this problem have been solved using several optimization techniques. Iterative heuristics are well-known optimization techniques that have been applied to a va...
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| Veröffentlicht in: | Renewable & sustainable energy reviews Jg. 19; S. 370 - 384 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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01.03.2013
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| ISSN: | 1364-0321, 1879-0690 |
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| Abstract | Wind farm layout design is a complex optimization problem consisting of number of design objectives and constraints. Different variations of this problem have been solved using several optimization techniques. Iterative heuristics are well-known optimization techniques that have been applied to a variety of complex optimization problems. This paper briefly outlines the design issues and constraints involved in the wind farm layout design, computational complexity of the problem, and single-objective and multi-objective aspects of the problem. The main focus of the paper is a brief survey of all iterative non-deterministic algorithms that have been applied to solve the wind farm layout design problem. |
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| AbstractList | Wind farm layout design is a complex optimization problem consisting of number of design objectives and constraints. Different variations of this problem have been solved using several optimization techniques. Iterative heuristics are well-known optimization techniques that have been applied to a variety of complex optimization problems. This paper briefly outlines the design issues and constraints involved in the wind farm layout design, computational complexity of the problem, and single-objective and multi-objective aspects of the problem. The main focus of the paper is a brief survey of all iterative non-deterministic algorithms that have been applied to solve the wind farm layout design problem. |
| Author | Khan, Salman A. Rehman, Shafiqur |
| Author_xml | – sequence: 1 givenname: Salman A. surname: Khan fullname: Khan, Salman A. email: engr.ahmeds@gmail.com, sakhan@uob.edu.bh organization: Department of Computer Engineering, University of Bahrain, Sakhir, Kingdom of Bahrain – sequence: 2 givenname: Shafiqur surname: Rehman fullname: Rehman, Shafiqur email: srehman@kfupm.edu.sa organization: Research Institute, King Fahd University of Petroleum & Minerals, Dhahran-31261, Saudi Arabia |
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| Keywords | Iterative heuristics Wind farm layout design Swarm intelligence Optimization methods Genetic algorithms |
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| Title | Iterative non-deterministic algorithms in on-shore wind farm design: A brief survey |
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