# Multi-Criteria Decision Making and Applications

- Institution: IIT Kanpur
- Department: Multidisciplinary
- Teacher: Prof. Raghu Nandan Sengupta
- Level: Undergraduate
- Language: English
- Source: [NPTEL](https://nptel.ac.in/courses/127104381)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/127104381)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 1 - Example 01, 02, 03](https://invisiblenetwork.ai/learn/nptel/127104381/676c5bda717b) (Video)
2. [Lecture 2 - Example 03, 04, 05, 06](https://invisiblenetwork.ai/learn/nptel/127104381/e78cdb96bc94) (Video)
3. [Lecture 3 - Example 04, 05, 06 (Continued...)](https://invisiblenetwork.ai/learn/nptel/127104381/8180b4e1ab95) (Video)
4. [Lecture 4 - Example 06 (Continued...), Example 07](https://invisiblenetwork.ai/learn/nptel/127104381/1e4ecc80b860) (Video)
5. [Lecture 5 - Example 06 (Continued...), Example 07](https://invisiblenetwork.ai/learn/nptel/127104381/21d5b8824ea7) (Video)
6. [Lecture 6 - MCDM: Definitions, Theory of Choice, MCDM Axioma, Condorcet Paradox](https://invisiblenetwork.ai/learn/nptel/127104381/f64780b3f4e6) (Video)
7. [Lecture 7 - Theory of Choice, MCDM Axioms, Condorcet Paradox](https://invisiblenetwork.ai/learn/nptel/127104381/d8f6a449ac3d) (Video)
8. [Lecture 8 - MCDM Axioms, Condorcet Paradox, Utility Theory](https://invisiblenetwork.ai/learn/nptel/127104381/ee1963e7cf68) (Video)
9. [Lecture 9 - Utility Theory, Expected value of Utility Function, Lotteries, Rational Choice, Properties of Utility Function](https://invisiblenetwork.ai/learn/nptel/127104381/34bee8cdddf3) (Video)
10. [Lecture 10 - Rational Choice, Properties of Utility Function, Risk Aversion, Neutrality, Seeking Properties, Marginal Utility, Absolute Risk Aversion, Relative Risk Aversion](https://invisiblenetwork.ai/learn/nptel/127104381/39d2a08e7ded) (Video)
11. [Lecture 11 - Utility Theory Examples, Properties of Utility Function, Risk Aversion, Neutrality, Seekingi Properties, Marginal Utility, Absolute Risk Aversion, Relative Risk Aversion](https://invisiblenetwork.ai/learn/nptel/127104381/0e4a9849b1cb) (Video)
12. [Lecture 12 - Properties of Utility Function, Risk Aversion, Neutrality, Seeking Properties, Marginal Utility, Absolute Risk Aversion, Relative Risk Aversion, Example of Utility Functions](https://invisiblenetwork.ai/learn/nptel/127104381/413cf312e219) (Video)
13. [Lecture 13 - Example of Utility Functions, Certainty Equivalent, Geomatric Mean Methods, Safety First Principle, Stochastic Dominance, Hyperbolic Absolute Risk Aversion Function](https://invisiblenetwork.ai/learn/nptel/127104381/f41dc64f1ac3) (Video)
14. [Lecture 14 - Example of Utility Functions, Certainty Equivalent, Geomatric Mean Methods, Safety First Principle, Stochastic Dominance, Hyperbolic Absolute Risk Aversion Function](https://invisiblenetwork.ai/learn/nptel/127104381/07885d55b774) (Video)
15. [Lecture 15 - Certainty Equivalent, Geomatric Mean Methods, Safety First Principle, Stochastic Dominance, Hyperbolic Absolute Risk Aversion Function](https://invisiblenetwork.ai/learn/nptel/127104381/ec505a7b9eb0) (Video)
16. [Lecture 16 - Geomatric Mean Methods, Safety First Principle, Stochastic Dominance, Hyperbolic Absolute Risk Aversion Function](https://invisiblenetwork.ai/learn/nptel/127104381/f7a8d5558a72) (Video)
17. [Lecture 17 - Safety First Principle, Stochastic Dominance, Hyperbolic Absolute Risk Aversion Function](https://invisiblenetwork.ai/learn/nptel/127104381/9482ceccf366) (Video)
18. [Lecture 18 - Safety First Principle, Stochastic Dominance, Hyperbolic Absolute Risk Aversion Function](https://invisiblenetwork.ai/learn/nptel/127104381/d37bd2eea63c) (Video)
19. [Lecture 19 - Stochastic Dominance, Hyperbolic Absolute Risk Aversion Function](https://invisiblenetwork.ai/learn/nptel/127104381/27a8e9273f9f) (Video)
20. [Lecture 20 - Stochastic Dominance, Hyperbolic Absolute Risk Aversion Function](https://invisiblenetwork.ai/learn/nptel/127104381/1462a22f16ce) (Video)
21. [Lecture 21 - Concept of Pareto Optimally in 2D Space, Effective Versus Inefficient Solutions, Karusch Kuhn Tucker Condition, Scales of Measurements: Nominal Scale, Ordinal Scale, Interval Scale, Ratio Scale, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/3414970d23ad) (Video)
22. [Lecture 22 - Concept of Pareto Optimality in 2D Space, Effective Versus Inefficient Solutions, Karusch Kuhn Tucker Condition, Scales of Measurements: Nominal Scale, Ordinal Scale, Interval Scale, Ratio Scale, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/267cba6f0062) (Video)
23. [Lecture 23 - Pareto Optimality, Property of Dominance, Strong Pareto Optimality, Weak Pareto Optimality, Concepts of Pareto Optimality in 2D Space, Effective versus Inefficient Solutions](https://invisiblenetwork.ai/learn/nptel/127104381/0f00e1f1c49a) (Video)
24. [Lecture 24 - Concept of Pareto Optimality in 2D Space, Effective Versus Inefficient Solutions, Karusch Kuhn Tucker Condition, Scales of Measurements: Nominal Scale, Ordinal Scale, Interval Scale, Ratio Scale, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/1976ea4186fa) (Video)
25. [Lecture 25 - Concept of Pareto Optimality in 2D Space, Effective Versus Inefficient Solutions, Karusch Kuhn Tucker Condition, Scales of Measurements: Nominal Scale, Ordinal Scale, Interval Scale, Ratio Scale, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/c6110dff2062) (Video)
26. [Lecture 26 - Concept of Pareto Optimality in 2D Space, Effective Versus Inefficient Solutions, Karusch Kuhn Tucker Condition, Scales of Measurements: Nominal Scale, Ordinal Scale, Interval Scale, Ratio Scale, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/5dbc37cf457a) (Video)
27. [Lecture 27 - Concept of Pareto Optimality in 2D Space, Effective Versus Inefficient Solutions, Karusch Kuhn Tucker Condition, Scales of Measurements: Nominal Scale, Ordinal Scale, Interval Scale, Ratio Scale, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/2ad0a0c41a31) (Video)
28. [Lecture 28 - Scales of Measurements: Nominal Scale, Ordinal Scale, Interval Scale, Ratio Scale, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/32fb6be7373d) (Video)
29. [Lecture 29 - Pareto Optimality, Concept of Pareto Optimality, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/8dd8eabcadd2) (Video)
30. [Lecture 30 - Pareto Optimality, Pareto Curves, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/aa5bc58927e3) (Video)
31. [Lecture 31 - Goal Programming, Concepts of Pareto Optimality in 2D Space for LP, Concepts of Pareto Optimality in 3D Space for QP](https://invisiblenetwork.ai/learn/nptel/127104381/45d5b2fbd2c7) (Video)
32. [Lecture 32 - Concepts of Pareto Optimality in 2D Space for LP, Concepts of Pareto Optimality in 3D Space for QP](https://invisiblenetwork.ai/learn/nptel/127104381/e00d98654c04) (Video)
33. [Lecture 33 - LP Example of Goal Programming/MCDM, NLP Example of Goal Programming/MCDM](https://invisiblenetwork.ai/learn/nptel/127104381/52c859f4368b) (Video)
34. [Lecture 34 - LP Example of Goal Programming/MCDM, NLP Example of Goal Programming/MCDM (Continued...)](https://invisiblenetwork.ai/learn/nptel/127104381/e3a062045755) (Video)
35. [Lecture 35 - LP Example of Goal Programming/MCDM, NLP Example of Goal Programming/MCDM (Continued...)](https://invisiblenetwork.ai/learn/nptel/127104381/e0b4792d01b9) (Video)
36. [Lecture 36 - LP Example of Goal Programming/MCDM, NLP Example of Goal Programming/MCDM (Continued...)](https://invisiblenetwork.ai/learn/nptel/127104381/e8d20457a9b9) (Video)
37. [Lecture 37 - Quadratic Programming, Goal Programming](https://invisiblenetwork.ai/learn/nptel/127104381/7a440a0d424c) (Video)
38. [Lecture 38 - Multi Attribute Utility Theory, TOPSIS](https://invisiblenetwork.ai/learn/nptel/127104381/bcf6ca3eea2d) (Video)
39. [Lecture 39 - Multi Attribute Utility Theory, TOPSIS](https://invisiblenetwork.ai/learn/nptel/127104381/60fe42d4e07d) (Video)
40. [Lecture 40 - Technique For Order Preference by Similarity to Ideal Solutions (TOPSIS)](https://invisiblenetwork.ai/learn/nptel/127104381/0c3beae354f1) (Video)
41. [Lecture 41 - Technique For Order Preference by Similarity to Ideal Solutions (TOPSIS)](https://invisiblenetwork.ai/learn/nptel/127104381/b7cca1d4e661) (Video)
42. [Lecture 42 - Technique For Order Preference by Similarity to Ideal Solutions (TOPSIS)](https://invisiblenetwork.ai/learn/nptel/127104381/9b821dbc623b) (Video)
43. [Lecture 43 - Technique For Order Preference by Similarity to Ideal Solutions (TOPSIS), Elimination and Choice Translating Reality (ELECTRE)](https://invisiblenetwork.ai/learn/nptel/127104381/9dc0783fd371) (Video)
44. [Lecture 44 - Elimination and Choice Translating Reality (ELECTRE)](https://invisiblenetwork.ai/learn/nptel/127104381/d109afea30a2) (Video)
45. [Lecture 45 - Elimination and Choice Translating Reality (ELECTRE)](https://invisiblenetwork.ai/learn/nptel/127104381/9445916fbdd8) (Video)
46. [Lecture 46 - Elimination and Choice Translating Reality (ELECTRE)](https://invisiblenetwork.ai/learn/nptel/127104381/0dd77ae6b306) (Video)
47. [Lecture 47 - Elimination and Choice Translating Reality (ELECTRE)](https://invisiblenetwork.ai/learn/nptel/127104381/4f91a175be72) (Video)
48. [Lecture 48 - Elimination and Choice Translating Reality (ELECTRE), e-ELECTRE](https://invisiblenetwork.ai/learn/nptel/127104381/b282e36c31c2) (Video)
49. [Lecture 49 - Elimination and Choice Translating Reality (ELECTRE), e-ELECTRE](https://invisiblenetwork.ai/learn/nptel/127104381/61caf5009c34) (Video)
50. [Lecture 50 - Elimination and Choice Translating Reality (ELECTRE), e-ELECTRE, VIKOR](https://invisiblenetwork.ai/learn/nptel/127104381/329b7482cab6) (Video)
51. [Lecture 51 - VIKOR (VIsekriterijumska Optimizacija I Kompromisno Resenje)](https://invisiblenetwork.ai/learn/nptel/127104381/44f63f51d7a7) (Video)
52. [Lecture 52 - VIKOR (VIsekriterijumska Optimizacija I Kompromisno Resenje)](https://invisiblenetwork.ai/learn/nptel/127104381/422feebc31c0) (Video)
53. [Lecture 53 - Analytical Hierarchy Process (AHP)](https://invisiblenetwork.ai/learn/nptel/127104381/abd3dfd9ba65) (Video)
54. [Lecture 54 - Analytical Hierarchy Process (AHP) (Continued...)](https://invisiblenetwork.ai/learn/nptel/127104381/a418da1111bc) (Video)
55. [Lecture 55 - Analytical Hierarchy Process (AHP) (Continued...)](https://invisiblenetwork.ai/learn/nptel/127104381/d2922cde6662) (Video)
56. [Lecture 56 - Data Envelopment Analysis (DEA)](https://invisiblenetwork.ai/learn/nptel/127104381/16f4a269bd1d) (Video)
57. [Lecture 57 - Data Envelopment Analysis (DEA)](https://invisiblenetwork.ai/learn/nptel/127104381/238c1a39e353) (Video)
58. [Lecture 58 - Decision Tree Analysis](https://invisiblenetwork.ai/learn/nptel/127104381/deda4ca70785) (Video)
59. [Lecture 59 - Decision Tree Analysis (Continued...)](https://invisiblenetwork.ai/learn/nptel/127104381/52226ced3a5c) (Video)
60. [Lecture 60 - Example in Multi Objective Decision Making](https://invisiblenetwork.ai/learn/nptel/127104381/8a2ee68188b7) (Video)
61. [Live Session 17-02-2024](https://invisiblenetwork.ai/learn/nptel/127104381/676c5bda717b-2) (Video)
62. [Live Session 19-03-2024](https://invisiblenetwork.ai/learn/nptel/127104381/e78cdb96bc94-2) (Video)