Computing the Iterated Logarithm (Log-Star) by Hand

Computing the Iterated Logarithm (Log-Star) by Hand
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I'm having trouble figuring out how to compute the iterated logarithm (log-star) by hand without using a calculator or programming language. I wrote out the following program in Java to check my answers as I practice but can't seem to wrap my head around how to do this without a computer.

public class Recurrences {

    public static void main(String[] args) {

        // Compute log-star (base 2) of 100,000
        System.out.println((int) logStar(100000, 2));

    }

    /**
     * log-star recursive method
     * @param n Value of input
     * @param base Base value for the logarithm (i.e. log base 2 would give 2)
     * @return If n > 1.0, return 1 + logStar( log2(n) ), else return 0.
     */
    public static double logStar(double n, int base) {

        if (n > 1.0) { // Recursive case

            return 1.0 + logStar((Math.log(n)) / (Math.log(base)), base);

        } else { // Base case. If n <= 1, return 0.

            return 0;

        }

    }

}

Do you have any tips as to how you would calculate log-star of say, 100000? My program says the answer should be 5 but I don't know how I would go about getting that answer with pen and paper. Also, as shown above in the code, I'm working in log base 2.

Edit: here is a link that explains the concept. Sorry for the initial lack of info.

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1 Answer

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By hand

  • $2^{16} =65536 \lt 100000 \le 131072=2^{17}$

  • $2^4 \le 16 \lt \log_2(100000) \le 17 \le 2^5$

  • $2^2 \le 4 \lt \log_2(\log_2(100000)) \le 5 \le 2^3$

  • $2^1 \le 2 \lt \log_2(\log_2(\log_2(100000))) \le 3 \le 2^2$

  • $2^0 \le 1 \lt \log_2(\log_2(\log_2(\log_2(100000)))) \le 2 \le 2^1$

  • $0 \lt \log_2(\log_2(\log_2(\log_2(\log_2(100000))))) \le 1$

Five $\log_2$s in the final expression

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David Miller
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David Miller

David Miller brings 15 years of experience in global economics, personal finance strategy, and market dynamics. He specializes in turning complex economic trends into actionable insights for everyday readers.