What are trade-os for approach versus linearizing f directly

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Reference no: EM131854980

Problem

In some cases, it is possible to decompose a nonlinear dependency Y = f(X) into finer-grained dependencies. For example, we may be able to decompose the nonlinear function f as f(X) = g(g₁(X₁), g₂(X₂)), where X₁, X₂ ⊂ X are smaller subsets of variables. Show how this decomposition can be used in the context of linearizing the function f in several steps rather than in a single step. What are the trade-os for this approach versus linearizing f directly?

Reference no: EM131854980

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