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1 Markets I: The Ecosystem and Exchange-Traded Marketsবাজার অনলাইন 2 Markets II: Rates, FX and Creditবাজার অনলাইন 3 Markets III: Commodities, Energy and Cryptoবাজার অনলাইন 4 Quantitative Methodsপদ্ধতি অনলাইন 5 Derivatives and Volatilityডেরিভেটিভস অনলাইন 6 Rates, Credit, XVA and Riskসুদহার, ঋণ ও ঝুঁকি অনলাইন 7 Research Craft: Predictors, Backtests, Measurement, Portfoliosগবেষণা অনলাইন 8 Strategies I: Equities and Futuresকৌশল অনলাইন 9 Strategies II: Volatility, Relative Value, Macro and the Bank Desksকৌশল অনলাইন 10 Microstructure and Executionএক্সিকিউশন অনলাইন 11 Market Making and High-Frequency Tradingমার্কেট মেকিং অনলাইন 12 Machine Learning for Marketsমেশিন লার্নিং অনলাইন 13 Low-Latency Softwareপ্রযুক্তি অনলাইন 14 Networks, Hardware and Trading Infrastructureপ্রযুক্তি অনলাইন 15 Research, Data and Risk Platformsপ্রযুক্তি অনলাইন 16 The Desk and the Firmপ্রতিষ্ঠান অনলাইন 17 The Industry: Firms, Roles and Careersক্যারিয়ার অনলাইন 18 Interviews I: Maths, Probability and Speedক্যারিয়ার অনলাইন 19 Interviews II: Markets, Trading Games and the Final Roundক্যারিয়ার অনলাইন 20 Interviews III: Codeক্যারিয়ার অনলাইন
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Mathematics · পরিভাষা

summable family কী?

Definition 7.8 University Mathematics — Year 2 · অধ্যায় 7 — Sequences and Series

Let II be a countable index set. A family (ui)i∈I(u_i)_{i \in I} of nonnegative reals is summable when the finite partial sums are bounded; its sum is

∑i∈Iui=sup⁡F⊆I finite∑i∈Fui∈[0, +∞].\sum_{i \in I} u_i = \sup_{F \subseteq I \text{ finite}} \sum_{i \in F} u_i \in \intcc{0}{+\infty} .

A family of reals or complexes (or Banach vectors) is summable when (∥ui∥)(\norm{u_i}) is; its sum is then defined by splitting into positive/negative (or real/imaginary) parts — equivalently, as the common value of ∑nuσ(n)\sum_{n} u_{\sigma(n)} over all enumerations σ\sigma of II (see below).

উদাহরণ

Example 7.10 (Summability by diagonal counting)

For which s>0s > 0 is the family ((m+n)−s)m,n≥1\bigl((m + n)^{-s}\bigr)_{m, n \geq 1} summable? Group the finite partial sums by diagonals m+n=km + n = k: the diagonal kk carries k−1k - 1 pairs, each contributing k−sk^{-s}, so the finite sums are exactly bounded by (and exhaust)

∑k≥2k−1ks,\sum_{k \geq 2} \frac{k - 1}{k^{s}} ,

a series with positive terms equivalent to k1−sk^{1-s}: summable iff s−1>1s - 1 > 1, i.e. s>2s > 2. The two-dimensional index eats one full power: a plane of terms is “one dimension more divergent” than a line — the counting geometry of the index set, not the size of individual terms, decides summability. (The same census shows ((m2+n2)−1)\bigl((m^2 + n^2)^{-1}\bigr) is not summable: on the diagonal m+n=km + n = k, each term is at least k−2k^{-2}, and (k−1)⋅k−2(k-1)\cdot k^{-2} sums like the harmonic series.)

Example 7.12 (A rearrangement caught red-handed)

The alternating harmonic series sums to ∑n≥1(−1)n−1n=ln⁡2\sum_{n\geq1}\frac{(-1)^{n-1}}{n} = \ln 2 (Year 1 volume). Rearrange it as “one positive, two negatives”:

1−12−14+13−16−18+15−⋯1 - \frac12 - \frac14 + \frac13 - \frac16 - \frac18 + \frac15 - \cdots

Grouping each block of three,

12k−1−14k−2−14k=14k−2−14k=12(12k−1−12k),\frac{1}{2k-1} - \frac{1}{4k-2} - \frac1{4k} = \frac{1}{4k-2} - \frac{1}{4k} = \frac12\Bigl(\frac{1}{2k-1} - \frac1{2k}\Bigr),

so the rearranged series converges to 12ln⁡2\frac12\ln 2 — half the original sum, with exactly the same terms. Non-absolutely convergent series remember the order of their terms; summable families are precisely the ones that do not.

Example 7.17 (A double-sum evaluation)

For s>1s > 1 real, let ζ(s)=∑n≥1n−s\zeta(s) = \sum_{n\geq1} n^{-s}. Counting divisors by double summation — the family (m−sn−s)(m^{-s}n^{-s}) over (m,n)∈(N∗)2(m,n) \in (\N^*)^2 is summable (product of convergent positive series) — and grouping by the product q=mnq = mn:

ζ(s)2=∑m,n1(mn)s=∑q=1∞d(q)qs,\zeta(s)^2 = \sum_{m,n} \frac{1}{(mn)^s} = \sum_{q=1}^{\infty} \frac{d(q)}{q^s},

where d(q)d(q) is the number of divisors of qq. Summable families turn combinatorics into analysis.

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