TOWARDS A UNIFIED VIEW OF METAHEURISTICS
This talk provides a complete background on metaheuristics and presents in a unified view the main design questions for all families of metaheuristics and clearly illustrates how to implement the algorithms under a software framework to reuse both the design and code. The key search components of me...
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| Format: | Article |
| Language: | English |
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Croatian Operational Research Society
2013-02-01
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| Series: | Croatian Operational Research Review |
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| Online Access: | http://hrcak.srce.hr/index.php?show=clanak&id_clanak_jezik=143317 |
| Summary: | This talk provides a complete background on metaheuristics and presents in a unified view the main design questions for all families of metaheuristics and clearly illustrates how to implement the algorithms under a software framework to reuse both the design and code. The key search components of metaheuristics are considered as a toolbox for:
- Designing efficient metaheuristics (e.g. local search, tabu search, simulated annealing, evolutionary algorithms, particle swarm optimization, scatter search, ant colonies, bee colonies, artificial immune systems) for optimization problems.
- Designing efficient metaheuristics for multi-objective optimization problems.
- Designing hybrid, parallel and distributed metaheuristics.
- Implementing metaheuristics on sequential and parallel machines. |
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| ISSN: | 1848-0225 1848-9931 |