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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

Finite set, cardinality কী?

অন্য নাম: finite set · cardinality

Definition 2.1 University Mathematics — Year 1 · অধ্যায় 2 — Counting

For n∈N∗n \in \N^*, write [ ⁣[1, n] ⁣]={1,2,…,n}\intint{1}{n} = \{1, 2, \dots, n\}. A set EE is finite when E=∅E = \emptyset or there is a bijection from [ ⁣[1, n] ⁣]\intint{1}{n} onto EE for some n∈N∗n \in \N^*; this nn is unique (Theorem 2.2) and is the cardinality of EE, written ∣E∣\abs{E} (with ∣∅∣=0\abs{\emptyset} = 0).

উদাহরণ

Example 2.6 (Finiteness is essential)

On a finite set, Proposition 2.5 is a powerful shortcut: any injective map from EE to itself is automatically a permutation of EE — half of bijectivity comes for free. Both implications collapse on infinite sets: n↦n+1n \mapsto n + 1 is injective from N\N to N\N but misses 00, and the map N→N\N \to \N sending 0↦00 \mapsto 0 and n↦n−1n \mapsto n - 1 for n≥1n \geq 1 is surjective but not injective. Whenever this proposition is invoked, the finiteness hypothesis is doing real work — a theme that the weekend problem of Chapter 1 explores from the other side, where infinite sets are precisely those admitting such self-maps.

Example 2.7 (Half the work, for free)

Consider the map ff on {0,1,…,6}\{0, 1, \dots, 6\} sending kk to the remainder of 3k3k upon division by 77; its table of values is

0, 3, 6, 2, 5, 1, 4.0,\ 3,\ 6,\ 2,\ 5,\ 1,\ 4 .

Is ff a bijection? Injectivity alone suffices (Proposition 2.5): if 3k3k and 3k′3k' have the same remainder, 77 divides 3(k−k′)3(k - k'), and since 77 is prime and does not divide 33, it divides k−k′k - k' (Euclid’s lemma, used at High School level here and proved in Chapter 6); with ∣k−k′∣≤6\abs{k - k'} \leq 6 this forces k=k′k = k'. Surjectivity comes free — no need to solve 3k≡c3k \equiv c for each cc, though the table confirms every value appears exactly once. The shortcut is a workhorse: it proves the invertibility of modular multiplication (Chapter 6), powers the pairing in Wilson’s theorem, and returns in linear algebra as “an endomorphism of a finite-dimensional space is injective iff surjective” (Chapter 19).

Example 2.17

Two classical specializations: a=b=1a = b = 1 recovers ∑k(nk)=2n\sum_k \binom nk = 2^n; a=−1a = -1, b=1b = 1 gives ∑k(−1)k(nk)=0\sum_{k} (-1)^k \binom nk = 0 for n≥1n \geq 1: among the subsets of a nonempty set, exactly half have even cardinality.

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