Computer Science/Scientific Computing
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IEEE standard (IEEE 754)Single precisionF(2,24,−126,127)\mathbb F(2, 24, -126, 127)F(2,24,−126,127), each number is stored in 32 bits (4 bytes)💡precision은 24인데 mantissa는 23인 이유는 hidden bit때문이다💡L:1−28L : 1 - 2^{8}L:1−28, H:28−1H : 2^8 - 1H:28−1 (282^828은 NaN이나 infinity를 판단하는 용도로 특별히 사용된다)Double precisionF(2,53,−1022,1023)\mathbb F(2, 53, -1022, 1023)F(2,53,−1022,1023), each number is stored ..
2. IEEE StandardIEEE standard (IEEE 754)Single precisionF(2,24,−126,127)\mathbb F(2, 24, -126, 127)F(2,24,−126,127), each number is stored in 32 bits (4 bytes)💡precision은 24인데 mantissa는 23인 이유는 hidden bit때문이다💡L:1−28L : 1 - 2^{8}L:1−28, H:28−1H : 2^8 - 1H:28−1 (282^828은 NaN이나 infinity를 판단하는 용도로 특별히 사용된다)Double precisionF(2,53,−1022,1023)\mathbb F(2, 53, -1022, 1023)F(2,53,−1022,1023), each number is stored ..
2023.09.04 -
What is scientific computing?Scientific computing concerns with the design and analysis of algorithms for solving mathematical problems that arise in science and engineeringProblem Solving ProcessDevelop a mathematical modelDiscretize the model and develop algorithms to solve the equations numerically💡만약 우리가 특정 함수를 taylor 근사를 통해서 접근한다고 했을 때, 특정한 항까지만 고려한 경우 discretize했다고 볼 수 있다. 그래야 컴퓨터를 통해서 계산할..
1. Fundamentals of ComputingWhat is scientific computing?Scientific computing concerns with the design and analysis of algorithms for solving mathematical problems that arise in science and engineeringProblem Solving ProcessDevelop a mathematical modelDiscretize the model and develop algorithms to solve the equations numerically💡만약 우리가 특정 함수를 taylor 근사를 통해서 접근한다고 했을 때, 특정한 항까지만 고려한 경우 discretize했다고 볼 수 있다. 그래야 컴퓨터를 통해서 계산할..
2023.09.04