رویکردی مقدماتی به طراحی و تحلیل الگوریتم ها

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سال انتشار: 2019  |  تعداد صفحات: 534  |  حجم فایل: 38.46 مگابایت  |  زبان: انگلیسی
An Elementary Approach to Design and Analysis of Algorithms (Primers in Electronics and Computer Science)
نویسنده:
Lekh Raj Vermani, Shalini Vermani
ناشر:
World Scientific Publishing Company
ISBN10:
1786346753
ISBN13:
9781786346759

 

عناوین مرتبط:


In computer science, an algorithm is an unambiguous specification of how to solve a class of problems. Algorithms can perform calculation, data processing and automated reasoning tasks. As an effective method, an algorithm can be expressed within a finite amount of space and time and in a well-defined formal language for calculating a function. Starting from an initial state and initial input (perhaps empty), the instructions describe a computation that, when executed, proceeds through a finite number of well-defined successive states, eventually producing "output" and terminating at a final ending state. The transition from one state to the next is not necessarily deterministic; some algorithms, known as randomized algorithms, incorporate random input. This book introduces a set of concepts in solving problems computationally such as Growth of Functions; Backtracking; Divide and Conquer; Greedy Algorithms; Dynamic Programming; Elementary Graph Algorithms; Minimal Spanning Tree; Single-Source Shortest Paths; All Pairs Shortest Paths; Flow Networks; Polynomial Multiplication, to ways of solving NP-Complete Problems, supported with comprehensive, and detailed problems and solutions, making it an ideal resource to those studying computer science, computer engineering and information technology. Readership: Students studying for degrees in computer science, computer engineering and information technology.