Optimization Algorithms in Physics pdf epub mobi txt 电子书 下载 2024


Optimization Algorithms in Physics

简体网页||繁体网页
Alexander K. Hartmann
Wiley-VCH
2001-11
382
USD 215.00
Hardcover
9783527403073

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Optimization Algorithms in Physics epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Optimization Algorithms in Physics epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Optimization Algorithms in Physics pdf epub mobi txt 电子书 下载 2024



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The past few years have witnessed a substantial growth in the number of applications for optimization algorithms in solving problems in the field of physics. Examples include determining the structure of molecules, estimating the parameters of interacting galaxies, the ground states of electronic quantum systems, the behavior of disordered magnetic materials, and phase transitions in combinatorial optimization problems. This book serves as an introduction to the field, while also presenting a complete overview of modern algorithms. The authors begin with the relevant foundations from computer science, graph theory and statistical physics, before moving on to thoroughly explain algorithms - backed by illustrative examples. They include pertinent mathematical transformations, which in turn are used to make the physical problems tractable with methods from combinatorial optimization. Throughout, a number of interesting results are shown for all physical examples. The final chapter provides numerous practical hints on software development, testing programs, and evaluating the results of computer experiments.

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