Avoiding matrix exponentials for large transition rate matrices

Keyphrases

• Rate Matrix 100%
• Matrix Exponential 100%
• Transition Rate Matrix 100%
• Matrix Elements 50%
• Memory Requirements 50%
• Natural Sciences 25%
• Large Matrices 25%
• Computationally Expensive 25%
• Execution Time 25%
• Differential Equations 25%
• Time Scaling 25%
• Transition Probability 25%
• Dynamical Processes 25%
• Monte Carlo 25%
• Matrix Classes 25%
• Computational Scaling 25%
• Competitive Method 25%
• Positive Definite Matrix 25%
• Exact Method 25%
• Mixing Properties 25%
• Markov Jump Process 25%
• Exponential Process 25%
• Exponentiation 25%
• Numerical Precision 25%
• Krylov Subspace Methods 25%
• Krylov 25%
• Exponentiated 25%
• Non-vanishing Elements 25%
• Runge-Kutta Integrator 25%
• Matrix Exponentiation 25%
• Mathematical Analogy 25%

Mathematics

• Matrix (Mathematics) 100%
• Transition Rate 100%
• Rate Matrix 100%
• Exponential Matrix 100%
• Exponentiation 40%
• Monte Carlo 20%
• Execution Time 20%
• Markov Jump Process 20%
• Transition Probability 20%
• Matrix Element 20%
• Positive Definite Matrix 20%
• Elements of Matrix 20%
• Solving Differential Equation 20%
• Mathematical Analogy 20%