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- Biogeography-based_optimization abstract "Biogeography-based optimization (BBO) is an evolutionary algorithm (EA) that optimizes a function by stochastically and iteratively improving candidate solutions with regard to a given measure of quality, or fitness function. BBO belongs to the class of metaheuristics since it includes many variations, and since it does not make any assumptions about the problem and can therefore be applied to a wide class of problems.BBO is typically used to optimize multidimensional real-valued functions, but it does not use the gradient of the function, which means that it does not require the function to be differentiable as required by classic optimization methods such as gradient descent and quasi-newton methods. BBO can therefore be used on discontinuous functions.BBO optimizes a problem by maintaining a population of candidate solutions, and creating new candidate solutions by combining existing ones according to a simple formula. In this way the objective function is treated as a black box that merely provides a measure of quality given a candidate solution, and the function's gradient is not needed.Like many EAs, BBO was motivated by a natural process; in particular, BBO was motivated by biogeography, which is the study of the distribution of biological species through time and space. BBO was originally introduced by Dan Simon in 2008.".
- Biogeography-based_optimization thumbnail Species_Migration_Model.png?width=300.
- Biogeography-based_optimization wikiPageExternalLink simond.
- Biogeography-based_optimization wikiPageExternalLink BBO.
- Biogeography-based_optimization wikiPageExternalLink opposition_based_learning.htm.
- Biogeography-based_optimization wikiPageID "40481586".
- Biogeography-based_optimization wikiPageRevisionID "588992003".
- Biogeography-based_optimization subject Category:Evolutionary_algorithms.
- Biogeography-based_optimization subject Category:Stochastic_optimization.
- Biogeography-based_optimization comment "Biogeography-based optimization (BBO) is an evolutionary algorithm (EA) that optimizes a function by stochastically and iteratively improving candidate solutions with regard to a given measure of quality, or fitness function.".
- Biogeography-based_optimization label "Biogeography-based optimization".
- Biogeography-based_optimization sameAs m.0x0wpqg.
- Biogeography-based_optimization sameAs Q17004970.
- Biogeography-based_optimization sameAs Q17004970.
- Biogeography-based_optimization wasDerivedFrom Biogeography-based_optimization?oldid=588992003.
- Biogeography-based_optimization depiction Species_Migration_Model.png.
- Biogeography-based_optimization isPrimaryTopicOf Biogeography-based_optimization.
