While following a text on Continuous Time Markov Chains, I came across this proof for $G\mathbf{\pi}=0$. However, I fail to see how they get rid of the summation. Can anyone clarify why that relation is true?
2026-04-04 13:04:19.1775307859
Clarifying a proof for $G\mathbf{\pi}=0$
67 Views Asked by Bumbble Comm https://math.techqa.club/user/bumbble-comm/detail At
1
There are 1 best solutions below
Related Questions in PROBABILITY
- How to prove $\lim_{n \rightarrow\infty} e^{-n}\sum_{k=0}^{n}\frac{n^k}{k!} = \frac{1}{2}$?
- Is this a commonly known paradox?
- What's $P(A_1\cap A_2\cap A_3\cap A_4) $?
- Prove or disprove the following inequality
- Another application of the Central Limit Theorem
- Given is $2$ dimensional random variable $(X,Y)$ with table. Determine the correlation between $X$ and $Y$
- A random point $(a,b)$ is uniformly distributed in a unit square $K=[(u,v):0<u<1,0<v<1]$
- proving Kochen-Stone lemma...
- Solution Check. (Probability)
- Interpreting stationary distribution $P_{\infty}(X,V)$ of a random process
Related Questions in STOCHASTIC-PROCESSES
- Interpreting stationary distribution $P_{\infty}(X,V)$ of a random process
- Probability being in the same state
- Random variables coincide
- Reference request for a lemma on the expected value of Hermitian polynomials of Gaussian random variables.
- Why does there exists a random variable $x^n(t,\omega')$ such that $x_{k_r}^n$ converges to it
- Compute the covariance of $W_t$ and $B_t=\int_0^t\mathrm{sgn}(W)dW$, for a Brownian motion $W$
- Why has $\sup_{s \in (0,t)} B_s$ the same distribution as $\sup_{s \in (0,t)} B_s-B_t$ for a Brownian motion $(B_t)_{t \geq 0}$?
- What is the name of the operation where a sequence of RV's form the parameters for the subsequent one?
- Markov property vs. transition function
- Variance of the integral of a stochastic process multiplied by a weighting function
Related Questions in PROOF-EXPLANATION
- (From Awodey)$\sf C \cong D$ be equivalent categories then $\sf C$ has binary products if and only if $\sf D$ does.
- Help with Propositional Logic Proof
- Lemma 1.8.2 - Convex Bodies: The Brunn-Minkowski Theory
- Proof of Fourier transform of cos$2\pi ft$
- Total number of nodes in a full k-ary tree. Explanation
- Finding height of a $k$-ary tree
- How to get the missing brick of the proof $A \circ P_\sigma = P_\sigma \circ A$ using permutations?
- Inner Product Same for all Inputs
- Complex Derivatives in Polar Form
- Confused about how to prove a function is surjective/injective?
Related Questions in MARKOV-CHAINS
- Calculating probabilities using Markov chains.
- Probability being in the same state
- Random walk on $\mathbb{Z}^2$
- Polya's Urn and Conditional Independence
- Markov Chain never reaches a state
- Finding a mixture of 1st and 0'th order Markov models that is closest to an empirical distribution
- Find probability function of random walk, stochastic processes
- Generating cycles on a strongly connected graph
- Will be this random walk a Markov chain?
- An irreducible Markov chain cannot have an absorbing state
Related Questions in MARKOV-PROCESS
- Definition of a Markov process in continuous state space
- What is the name of the operation where a sequence of RV's form the parameters for the subsequent one?
- Given a probability $p$, what is the upper bound of how many columns in a row-stochastic matrix exceed $p$?
- Infinitesimal generator of $3$-dimensional Stochastic differential equation
- Controlled Markov process - proper notation and set up
- Easy way to determine the stationary distribution for Markov chain?
- Why cant any 3 events admit Markov Property?
- Absorbing Markov chain and almost sure convergence
- Transition probabilities for many-states Markov model
- How to derive a diffusion tensor and stationary states given a Markov process transition matrix?
Trending Questions
- Induction on the number of equations
- How to convince a math teacher of this simple and obvious fact?
- Find $E[XY|Y+Z=1 ]$
- Refuting the Anti-Cantor Cranks
- What are imaginary numbers?
- Determine the adjoint of $\tilde Q(x)$ for $\tilde Q(x)u:=(Qu)(x)$ where $Q:U→L^2(Ω,ℝ^d$ is a Hilbert-Schmidt operator and $U$ is a Hilbert space
- Why does this innovative method of subtraction from a third grader always work?
- How do we know that the number $1$ is not equal to the number $-1$?
- What are the Implications of having VΩ as a model for a theory?
- Defining a Galois Field based on primitive element versus polynomial?
- Can't find the relationship between two columns of numbers. Please Help
- Is computer science a branch of mathematics?
- Is there a bijection of $\mathbb{R}^n$ with itself such that the forward map is connected but the inverse is not?
- Identification of a quadrilateral as a trapezoid, rectangle, or square
- Generator of inertia group in function field extension
Popular # Hahtags
second-order-logic
numerical-methods
puzzle
logic
probability
number-theory
winding-number
real-analysis
integration
calculus
complex-analysis
sequences-and-series
proof-writing
set-theory
functions
homotopy-theory
elementary-number-theory
ordinary-differential-equations
circles
derivatives
game-theory
definite-integrals
elementary-set-theory
limits
multivariable-calculus
geometry
algebraic-number-theory
proof-verification
partial-derivative
algebra-precalculus
Popular Questions
- What is the integral of 1/x?
- How many squares actually ARE in this picture? Is this a trick question with no right answer?
- Is a matrix multiplied with its transpose something special?
- What is the difference between independent and mutually exclusive events?
- Visually stunning math concepts which are easy to explain
- taylor series of $\ln(1+x)$?
- How to tell if a set of vectors spans a space?
- Calculus question taking derivative to find horizontal tangent line
- How to determine if a function is one-to-one?
- Determine if vectors are linearly independent
- What does it mean to have a determinant equal to zero?
- Is this Batman equation for real?
- How to find perpendicular vector to another vector?
- How to find mean and median from histogram
- How many sides does a circle have?

Informally: equate like powers of $t$.
More formally: differentiate both sides $n$ times at $t=0$. The series converges exponentially fast (you may bound $\|\pi G^n\|$ by $\|\pi\| \|G\|^n$ where $\|G\|$ is the operator norm) and so the derivative may be moved inside the infinite sum.
Alternatively: $0$ is an analytic function, and so the only power series that converges to it at every point (note that the series on the right hand side does converge) is the series with all terms zero.