Home » Nature Inspired Computing and Applications -19M12CS211

Nature Inspired Computing and Applications -19M12CS211

EVEN 2019                          Course Description                           Course Content -Even 2019

EVEN 2020                          Course Description                           Course Content- EVEN2020                      Project

EVEN 2021                

DateTopicsMaterial/Assignments
20 Jan 2021Course Description, Assessment Tools, Online study material, Books, Project Based Learning ComponentCourse Description
22 Jan 2021Algorithm, Optimization, Optimization, Applications,Optimization Problems and Feasibility ProblemsNIC_Lecture2
23 Jan 2021Newton Raphson, Optimization function, Decision Variable, Constraints.NIC_Lecture3
27 Jan 2021Bounded, Unbounded, Monotonic function, Convex function, Contour plot, NIC_Lecture4
29 Jan 2021Local& Global Optima, Unimodal, Multimodal, Realization
NIC_Lecture4
30 Jan 2021Maxima, Minima, and Saddle Point for Single Variable and Multiple Variable Optimization Function,NIC_Lecture5
Tutorial 02
3 Feb 2021Revision Class for all Ph.D. students due to late registration
5 Feb 2021Revision Class for all Ph.D. students due to late registration
6 Feb 2021Deterministic Vs Stochastic Algorithm,
Advantage and Disadvantages of Deterministic and Stochastic algorithm.
About Metaheuristic and Nature inspired algorithm, and Swarm Intelligence
NIC_Lecture 6- 7
10 Feb 2021Swarm Intelligence and Particle swarm optimizationNIC_Lecture 6-7
12 Feb 2021About Particle Swarm Optimization Algorithm parameters[Source: Talukder, S. (2011). Mathematical modelling and applications of particle swarm optimization.]
Link to Download: https://www.diva-portal.org/smash/get/diva2:829959/FULLTEXT01.pdf
13 Feb 2021PSO Example-01PSO Example-01
17 Feb 2021PSO Example-02
19 Feb 2021Doubt Clearing Session for Test1 ExaminationPSO Example-02
TEST-1 EXAMINATION : 22 – 27 Feb 2021
3 Mar 2021Ant Colony Optimization, Real Ants Behaviour to Artificial Ants Behaviour, ACO Flow DiagramACO_Lecture
5 Mar 2021ACO Pseudo code, Probability Computation equation, Pheromone Adjust

Research Paper : Raghavendra, B. V. (2015). Solving traveling salesmen problem using ant colony optimization algorithm. J Apple Computat Math4, 260.
ACO_Lecture

6 Mar 2021Mathmatical Formulation/ Working of AC0: Graph Distance MatrixResearch Paper
10 Mar 2021About Artificial Bee Colony, Components, Employed Bee Phase, Onlooker Bee Phase, Scout Bee PhaseABC_Lecture
12 Mar 2021Artificial Bee Colony Algorithm, Working of ABCABC_Lecture
13 Mar 2021Working of ABC: Sphere FunctionABC_Example
17 Mar 2021Optimization Function Design and its example problemsNIC_Lecture_Example Problems
19 Mar 2021Meta heuristic Algorithms Timeline, Evolutionary Algorithm, Basic Process Flow and Biological OperationsBasics about Evolutionary Algorithm
20 Mar 2021Binary Coded Genetic Algorithm,GA Pseudo codeBinary Coded Genetic Algorithm Lecture
24 Mar 2021Binary Coded GA Mathematical Model Formulation: Sphere Function Binary Coded Genetic Algorithm Lecture
26 Mar 2021Binary Coded GA Mathematical Model Formulation: Example ProblemGA Case Study Example
27 Mar 2021 Binary Coded GA Mathematical Model Formulation: Example Problem GA Case Study Example
31 Mar 2021Revision Class
2 Apr 2021Practice Class
3 Apr 2021Doubt Session
TEST-2 EXAMINATION : 05 – 09 Apr 2021
7 Apr 2021Test 2 Question Paper Solution Discussion+ Marks shown to students Test 2 Question Paper
with Solution
9 Apr 2021Real Coded GA
10 Apr 2021Real Coded GA, SBX: Simulating Binary CrossoverReal Coded GA
14 Apr 2021Real Coded GA, Polynomial Mutation
16 Apr 2021Real Coded GA: Mathematical Model Formulation: Example Problem
17 Apr 2021Real Coded GA: Mathematical Model Formulation: Example ProblemReal Coded GA
23 Apr 2021Cuckoo Search
24 Apr 2021Cuckoo Search: Mathematical Model Formulation: Example Problem Cuckoo Search 
28 Apr 2021Gravitational Search Algorithm
30 Apr 2021 Gravitational Search Algorithm, Mathematical Model Formulation: Example Problem
1 May 2021Teaching Learning Based Optimization
5 May 2021 Teaching Learning Based Optimization
7 May 2021 Teaching Learning Based Optimization
8 May 2021Firefly Algorithm
12 May 2021 Firefly Algorithm
14 May 2021Revision Session
15 May 2021Practice Session
19 May 2021Students Project Demonstration
CLASSES OVER FOR EVEN 2021 FROM 20 May 2021
END SEMESTER EXAMINATION
22 – 31 May 2021

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