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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

representation কী?

অন্য নাম: irreducible representation

Definition 5.1 University Mathematics — Year 3 · অধ্যায় 5 — Representations of Finite Groups

A representation of GG is a morphism ρ ⁣:G→GL(V)\rho \colon G \to GL(V) for a C\C-vector space VV; dim⁡V\dim V is its degree. A subspace W⊆VW \subseteq V is invariant if ρ(g)W⊆W\rho(g)W \subseteq W for all gg; restriction makes WW a subrepresentation. ρ\rho is irreducible if V≠0V \neq 0 and its only invariant subspaces are 00 and VV. A morphism between (ρ,V)(\rho, V) and (σ,W)(\sigma, W) is a linear f ⁣:V→Wf\colon V \to W with fρ(g)=σ(g)ff\rho(g) = \sigma(g)f for all gg (equivariance); bijective ff are isomorphisms.

উদাহরণ

Example 5.2

(a) Degree 11: morphisms G→C×G \to \C^\times. (b) The regular representation: V=CGV = \C^G with basis (eh)h∈G(e_h)_{h \in G}, ρ(g)eh=egh\rho(g)e_h = e_{gh}; degree ∣G∣\abs G. (c) A permutation action of GG on a finite set XX gives the permutation representation on CX\C^X: ρ(g)ex=eg⋅x\rho(g)e_x = e_{g\cdot x}. (d) SnS_n acts on Cn\C^n by permuting coordinates; the hyperplane {∑xi=0}\{\sum x_i = 0\} is invariant: the standard representation, of degree n−1n - 1.

Example 5.15 (The table of S3S_3)

Classes: ee (size 1), transpositions (3), 33-cycles (2); so r=3r = 3 irreducibles, of degrees nin_i with ∑ni2=6\sum n_i^2 = 6: 1,1,21, 1, 2. Degree 11: trivial 1\mathbf 1 and signature ε\varepsilon. The last row follows from column orthogonality (or from χstd=χperm−1\chi_{\mathrm{std}} = \chi_{\mathrm{perm}} - \mathbf 1):

S3e(1 2) [3](1 2 3) [2]1111ε1−11χstd20−1\begin{array}{c|ccc} S_3 & e & (1\,2)\ [3] & (1\,2\,3)\ [2]\\ \hline \mathbf 1 & 1 & 1 & 1\\ \varepsilon & 1 & -1 & 1\\ \chi_{\mathrm{std}} & 2 & 0 & -1 \end{array}

Check: ⟨χstd,χstd⟩=16(4+0+2)=1\langle\chi_{\mathrm{std}},\chi_{\mathrm{std}}\rangle = \frac{1}{6}(4 + 0 + 2) = 1: irreducible.

Example 5.16 (The table of S4S_4)

Classes: ee [1], transpositions [6], double transpositions [3], 33-cycles [8], 44-cycles [6]: five irreducibles, ∑ni2=24\sum n_i^2 = 24 with two degree-11’s (1,ε\mathbf 1, \varepsilon; [S4:D(S4)]=[S4:A4]=2[S_4 : D(S_4)] = [S_4 : A_4] = 2): degrees 1,1,2,3,31, 1, 2, 3, 3. The degree-22 lifts from S4/V≅S3S_4/V \cong S_3 (Proposition 5.13(b), VV the Klein group); degree 33: the standard representation and its twist by ε\varepsilon:

S4e [1](1 2) [6](1 2)(3 4) [3](1 2 3) [8](1 2 3 4) [6]111111ε1−111−1χ2202−10χstd31−10−1εχstd3−1−101\begin{array}{c|ccccc} S_4 & e\,[1] & (1\,2)\,[6] & (1\,2)(3\,4)\,[3] & (1\,2\,3)\,[8] & (1\,2\,3\,4)\,[6]\\ \hline \mathbf 1 & 1 & 1 & 1 & 1 & 1\\ \varepsilon & 1 & -1 & 1 & 1 & -1\\ \chi_2 & 2 & 0 & 2 & -1 & 0\\ \chi_{\mathrm{std}} & 3 & 1 & -1 & 0 & -1\\ \varepsilon\chi_{\mathrm{std}} & 3 & -1 & -1 & 0 & 1 \end{array}

(χstd(g)=fix⁡(g)−1\chi_{\mathrm{std}}(g) = \operatorname{fix}(g) - 1; χ2\chi_2 evaluates the S3S_3-table on the image of each class mod VV.) All row and column orthogonality checks pass — running two of them is Exercise 5.3’s warmup.

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