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This book “Time Complexity Analysis” introduces you to the basics of Time Complexity notations, meaning of the Complexity values and How to analyze various Algorithmic problems. This book includes Time and Space Complexity cheat sheets at the end as a bonus resource.
We have tackled several significant problems and demonstrated the approach to analyze them and arrived at the Time and Space Complexity of the problems and Algorithms.
This is a MUST-READ book for all Computer Science students and Programmers. Do not miss this opportunity.
You will get a better idea to judge which approach will work better and will be able to make better judgements in your development work.
Some of the key points you will understand:
· Random Access Memory does not take O(1) time. It is complicated and in general, has a Time Complexity of O(√N).
· Multiplication takes O(N^2) time, but the most optimal Algorithm (developed in 2019) takes O(N logN) time which is believed to be the theoretical limit.
· As per Time Complexity, finding the largest element and the ith largest element takes the same order of time.
Book: Time Complexity Analysis
Authors: Aditya Chatterjee; Ue Kiao, PhD.
Contributors (7): Vansh Pratap Singh, Shreya Shah, Vikram Shishupalsingh Bais, Mallika Dey, Siddhant Rao, Shweta Bhardwaj, K. Sai Drishya.
There is no other book that cover these topics. Many students have several misconceptions which are resolved with the book.
Read this book and level up.
Aditya Chatterjee, Ue Kiao
Aditya Chatterjee is an Independent Algorithmic Researcher, Software Developer and Technical Author. He is the founding member of OPENGENUS, an organization focused on changing Internet consumption.
Ue Kiao is a Japanese Software Developer and has worked at top Software development companies across China, Singapore and Japan. She is a leading program manager at OpenGenus.
She is, originally, from Taiwan and has been living in Japan for the last decade. Her academic interests range from Algorithms to System Design and has played key role in designing systems like TaoBao, AliPay and many more.
She has completed her B. Sc in Mathematics and Computing Science at National Taiwan University and PhD at Tokyo Institute of Technology.
