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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

Set operations কী?

অন্য নাম: set · power set

Definition 1.16 University Mathematics — Year 1 · অধ্যায় 1 — Logic, Sets and Maps

We take the notion of set and the membership relation x∈Ex \in E as primitive. For sets A,BA, B inside an ambient set EE:

  • inclusion: A⊆BA \subseteq B when ∀x, x∈A  ⟹  x∈B\forall x,\ x \in A \implies x \in B; equality A=BA = B when A⊆BA \subseteq B and B⊆AB \subseteq A;
  • union A∪BA \cup B, intersection A∩BA \cap B, difference A∖B={x∈A:x∉B}A \setminus B = \{x \in A : x \notin B\}, complement A‾=E∖A\overline{A} = E \setminus A;
  • the empty set ∅\emptyset, contained in every set;
  • the power set P(E)\mathcal{P}(E): the set of all subsets of EE;
  • the product E×FE \times F: the set of ordered pairs (x,y)(x, y) with x∈Ex \in E, y∈Fy \in F.

উদাহরণ

Example 1.17 (Getting used to the power set)

For E={a,b}E = \{a, b\}:

P(E)={ ∅, {a}, {b}, {a,b} },\mathcal P(E) = \bigl\{\, \emptyset,\ \{a\},\ \{b\},\ \{a, b\} \,\bigr\},

four elements — and note the type discipline: a∈Ea \in E but {a}∈P(E)\{a\} \in \mathcal P(E); the statements a∈P(E)a \in \mathcal P(E) and {a}⊆P(E)\{a\} \subseteq \mathcal P(E) are both false as written (the second would require aa to be a subset of EE). Iterating from nothing: P(∅)={∅}\mathcal P(\emptyset) = \{\emptyset\} has one element, P(P(∅))={∅,{∅}}\mathcal P(\mathcal P(\emptyset)) = \{\emptyset, \{\emptyset\}\} has two, the next has four — sets of sets are ordinary sets, and Chapter 2 will confirm the doubling pattern: ∣P(E)∣=2∣E∣\abs{\mathcal P(E)} = 2^{\abs E}. Keeping the levels (xx, {x}\{x\}, {{x}}\{\{x\}\}) straight is half the battle in exercises like Exercises 1.11 and 1.12.

Example 1.27 (Point (2) is sharp)

In Proposition 1.26 (2), one cannot upgrade the conclusions: g∘fg \circ f bijective does not force ff surjective or gg injective. Take E=G={1}E = G = \{1\}, F={1,2}F = \{1, 2\}, with f(1)=1f(1) = 1 and g(1)=g(2)=1g(1) = g(2) = 1: then g∘f=idEg \circ f = \mathrm{id}_E is bijective, yet ff misses the element 22 and gg collapses both elements. The moral is a precise bookkeeping rule: composition information flows to the inner map for injectivity and to the outer map for surjectivity, never the other way. (Exercise 1.9 builds the same phenomenon with infinite sets, where it is the engine behind one-sided inverses.)

Example 1.32

On Z\Z, congruence modulo nn (x≡y(modn)x \equiv y \pmod n when nn divides x−yx - y) is an equivalence relation; its classes are the nn sets of integers with a given remainder upon division by nn. This example becomes the ring Z/nZ\Z/n\Z in Chapter 7.

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