
doi: 10.1007/11599371_20
The relation between almost resilient function and its component functions is investigated in this paper. We prove that if each nonzero linear combination of f1,f2,⋯,fm is an e-almost(n,1,k)-resilient function, then F=(f1,f2,⋯,fm) is a $\frac{2^{m}-1}{2^{m}-1}\epsilon$-almost(n,m,k)-resilient function. In the case e equals 0, the theorem gives another proof of Linear Combination Lemma for resilient functions. As applications of this theorem, we introduce a method to construct a balanced $\frac{9}{2}\epsilon$-almost (3n,2,2k+1)-resilient function from a balanced e-almost (n,1,k)-resilient function and present a method of improving the degree of the constructed functions with a small trade-off in the nonlinearity and resiliency. At the end of this paper, the relation between balanced almost CI function and its component functions are also concluded.
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