Analysis of Algorithms helps us determine how efficient our algorithm is for a certain amount of processed data. In this process, you need to understand the algorithm’s complexity concerning time, input data size, and any other resource required to execute it. Domain and range of the function are measured using natural units. In the Analysis of Algorithms syllabus for GATE, the student finds problems related to determining which algorithm is better than the other.
Analysis of Algorithms books help students prepare for GATE, ISRO, BARC, and other computer science engineering exams.
Important Topics under Analysis of Algorithms for GATE CS
Topic | Details |
Greedy Algorithm | This algorithm provides an optimum solution to a given problem by making every step optimal on its way. |
Divide & Conquer Algorithm | In this algorithm, the problem is divided into sub-parts, then each part is separately solved to give a solution to the entire problem. |
Geometric Algorithm | This type of algorithm is used to solve a particular problem in Geometry. |
Bit Algorithm | This type of algorithm is used to control the bits and provides faster results. |
Randomized Algorithm | This type of algorithm uses a random number to decide what needs to be the next step. |
Backtracking Algorithm | In this type of algorithm, the problem is solved step-by-step. The unwanted solution is discarded, and then it proceeds to find another solution that satisfies the problem condition. |
Tips to Prepare for the Analysis of Algorithms for GATE
- While doing a worst-case analysis, the student must remember to find the upper limit for the execution time, and they also need to find the maximum operation count for that case.
- While doing an average case analysis, the student needs to find a different time required for different input sizes and then take the average time out of the collected data.
- While doing a best-case analysis, the student must remember to find the lower limit for the execution time, and they also need to find the minimum operation count for that case.
- The students can take up an Analysis of Algorithms online test to improve their performance.
- The student should keep the Analysis of Algorithms study material for GATE CS handy for revisions.
Importance of Analysis of Algorithms in GATE CS exam
- Analysis of Algorithms GATE questions and answers contribute 4-7 marks. It makes it a high scoring topic for the students.
- It is easy to understand this topic, which helps in scoring better marks.
- Analysis of Algorithms MCQ questions are simple and do not require complicated calculations, so it is easier to find the correct answers.
- Regular practice through the Analysis of Algorithms notes for GATE PDF and using a few simple tricks helps solve the problems quickly.
Most Recommended books for Analysis of Algorithms for GATE
The books mentioned below help the students understand the concepts with the help of examples. The students must refer to the Analysis of Algorithms GATE syllabus to understand the topics that are covered.
Book Name | Author |
Introduction to Algorithm | Thomas H Cormen |
Computer Algorithm | Horowitz & Sahni |
Why Prepare Analysis of Algorithms from BYJU'S Exam Prep?
BYJU'S Exam Prep has an interactive online class setup where students learn from a LIVE class. Simultaneously, all the Analysis of Algorithms topics for GATE CS is covered, giving extra time for other topics. Also, they can use the high-quality Analysis of Algorithms GATE notes for practice and revisions. As a part of BYJU'S Exam Prep students, the student gets complete access to their Analysis of Algorithms online quiz to improve their speed. Also, along with this, the student downloads Analysis of Algorithms MCQ PDF and practices improving their ranks. Analysis of Algorithms GATE CS questions and answers PDF by BYJU'S Exam Prep is available to understand each question’s thought process.
Frequently Asked Questions
Q. How can the student solve the Analysis of Algorithms questions quickly?
The students can learn all the short tricks provided in the Analysis of Algorithms notes for GATE PDF.
Q. Suggest ways to improve the score on the Analysis of Algorithms topic
The student needs to practice and solve the previous year’s papers. They should also take the Analysis of Algorithms quiz to improve their speed.
Q. I am a mechanical engineer. Can I still appear for the GATE CS exams?
Yes, extra practice is a need. It helps if you solved more questions on Analysis of Algorithms for computer science to get better marks in the exams.
Q. Does BYJU'S Exam Prep provide any free notes for preparing for the Analysis of Algorithms topic?
Analysis of Algorithms notes for CS offered by BYJU'S Exam Prep is available for free. But to get more understanding and practice for the topic, it is recommended to join their course.
Q. How much time do I need to prepare for the Analysis of Algorithms topic for the exam?
You need at least a week to prepare for this topic. With sincere dedication, you can complete this in less time.