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What are the general criteria for achieving unconditional stability?a.K>1 and |Δ||Δ|<1b.K<1 and |Δ||Δ|<1c.K>1 and |Δ||Δ|>1d.K<1 and |Δ||Δ|>1

Question

What are the general criteria for achieving unconditional stability?

a. K > 1 and |Δ| |Δ| < 1
b. K < 1 and |Δ| |Δ| < 1
c. K > 1 and |Δ| |Δ| > 1
d. K < 1 and |Δ| |Δ| > 1

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Solution

Break Down the Problem

  1. Identify the concept of unconditional stability in the context of numerical methods and stability condition criteria.
  2. Recognize the parameters K K and Δ |\Delta| that influence stability.

Relevant Concepts

  1. In numerical analysis, specifically in solving differential equations, unconditional stability is often related to the choice of time step Δt \Delta t and the parameter K K , which could relate to the scheme or the problem being analyzed.
  2. The common condition for unconditional stability is that the numerical method should not amplify errors regardless of the time step size.

Analysis and Detail

  1. Option a: K>1 K > 1 and ΔΔ<1 |\Delta||\Delta| < 1

    • This suggests that the growth factor K K is greater than one, which typically indicates instability.
  2. Option b: K<1 K < 1 and ΔΔ<1 |\Delta||\Delta| < 1

    • This implies the growth factor K K is less than one, which is usually a condition for stability, along with ΔΔ<1 |\Delta||\Delta| < 1 indicating a stable discretization.
  3. Option c: K>1 K > 1 and ΔΔ>1 |\Delta||\Delta| > 1

    • This indicates both factors suggest instability.
  4. Option d: K<1 K < 1 and ΔΔ>1 |\Delta||\Delta| > 1

    • Here, K<1 K < 1 suggests stability, but ΔΔ>1 |\Delta||\Delta| > 1 could indicate potential issues, leading to instability.

Verify and Summarize

Among the options, unconditional stability is generally achieved under the condition that K<1 K < 1 , allowing for more flexibility concerning the time step size. The option that consistently supports this assertion is:

Final Answer b. K<1 K < 1 and ΔΔ<1 |\Delta||\Delta| < 1 .

This problem has been solved

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