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In page Self-organizing map:
"Originally, SOM was not formulated as a solution to an optimisation problem. Nevertheless, there have been several attempts to modify the definition of SOM and to formulate an optimisation problem which gives similar results.[8] For example, Elastic maps use the mechanical metaphor of elasticity to approximate principal manifolds:[9] the analogy is an elastic membrane and plate.
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