In the context of random walks, an absorbing state is a state that, once entered, cannot be left. This means that if a random walker reaches an absorbing state, their journey effectively ends. For example, consider a simple one-dimensional random walk where a walker moves left or right with equal probability. If we define one of the positions as an absorbing state, the walker will stop moving once they reach that position.
Mathematically, if we let denote the probability of reaching the absorbing state from position , we find that for the absorbing state and for any state that is not absorbing. The concept of absorbing states is crucial in various applications, including Markov chains, where they help in understanding long-term behavior and stability of stochastic processes.
Start your personalized study experience with acemate today. Sign up for free and find summaries and mock exams for your university.