Algorithms
Algorithm
An Algorithm is defined as a set of steps for solving a particular problem in a finite amount of time. It is a good software engineering practice to design algorithms before we write a program.
Step 1: StartStep 2: READ num1, num2Step 3: result = num1+num2Step 4: DISPLAY resultStep 5: Stop
Qualities of an Algorithm
- Accuracy: Algorithm should provide accurate result
- Memory: It should require minimum computer memory
- Time: It should take finite amount of time.
- Sequence: The procedure of an algorithm must be in sequential form
Characteristics/Properties of Algorithm
Input: All the algorithms should have some input. The logic of the algorithm should work on this input to give the desired result.
Finiteness: An algorithm must always terminate after a finite number of steps.
Definiteness: Every step of the algorithm should be clear and not any ambiguity.
Effectiveness: Every step in the algorithm should be easy to understand and can be implemented using any programming language.
Output: At least one output should be produced from the algorithm based on the input given.
Advantage
- It is a stepwise description of a solution, which makes easy to understand.
- It is not dependent on any programming language.
- It is easier for programmer to convert into an actual program.
Disadvantage
- It is difficult to show branching and looping statements.
- It is time consuming, algorithm needs to be developed first which is then converted to program.
Youtube
References
- Allen B. Downey, “Think Python: How to Think Like a Computer Scientist‘‘, 2nd edition, Updated for Python 3, Shroff/O‘Reilly Publishers, 2016 (http://greenteapress.com/wp/thinkpython/)
- Guido van Rossum and Fred L. Drake Jr, ―An Introduction to Python – Revised and updated for Python 3.2, Network Theory Ltd., 2011.
- John V Guttag, ―Introduction to Computation and Programming Using Python‘‘, Revised and expanded Edition, MIT Press , 2013
- Robert Sedgewick, Kevin Wayne, Robert Dondero, ―Introduction to Programming in Python: An Inter-disciplinary Approach, Pearson India Education Services Pvt. Ltd., 2016.
- Timothy A. Budd, ―Exploring Python‖, Mc-Graw Hill Education (India) Private Ltd.,, 2015. 4. Kenneth A. Lambert, ―Fundamentals of Python: First Programs‖, CENGAGE Learning, 2012.
- Charles Dierbach, ―Introduction to Computer Science using Python: A Computational Problem-Solving Focus, Wiley India Edition, 2013.
- Paul Gries, Jennifer Campbell and Jason Montojo, ―Practical Programming: An Introduction to Computer Science using Python 3‖, Second edition, Pragmatic Programmers, LLC, 2013.