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    Quick Facts

    Medium Of InstructionsMode Of LearningMode Of Delivery
    EnglishSelf StudyVideo and Text Based

    Courses and Certificate Fees

    Fees InformationsCertificate AvailabilityCertificate Providing Authority
    INR 1000yesIIT Kanpur

    The Syllabus

    • Choice Theory, Ideas about Rational and Irrational Choice Theory

    • Utility Theory, Concept of Non-satiation, Risk Characteristics, Expected Utility, Risk, Certainty Value, Different Types of Utility functions, Stochastic Dominance (First Order Stochastic Dominance (FOSD), Second Order Stochastic Dominance (SOSD), Third Order Stochastic Dominance (TOSD)), Loss Functions(Cont)

    • Utility Theory, Concept of Non-satiation, Risk Characteristics, Expected Utility, Risk, Certainty Value, Different Types of Utility functions, Stochastic Dominance (First Order Stochastic Dominance (FOSD), Second Order Stochastic Dominance (SOSD), Third Order Stochastic Dominance (TOSD)), Loss Functions

    • Preference Theory, Consumer choice behaviour, Convex and Concave preferences, Comparison of Utility Theory with Preference Theory, Scale of Measurement, Decision Theory, Normative, Prescriptive and Descriptive decisions, Choice under uncertainty, Complex Decisions, Heuristics, Ideas of Bayesian Analysis(Cont)

    • Preference Theory, Consumer choice behaviour, Convex and Concave preferences, Comparison of Utility Theory with Preference Theory, Scale of Measurement, Decision Theory, Normative, Prescriptive and Descriptive decisions, Choice under uncertainty, Complex Decisions, Heuristics, Ideas of Bayesian Analysis

    • Concepts of Multi-Objective Optimization Method (MOOM), Lagrange multiplier, Karush–Kuhn–Tucker (KKT) conditions, Concept of Dominated and Non-dominated Solutions, Ideas of Pareto Principle, Goal Programming, No-preference methods, Priori methods, Scalarizing, Posteriori methods, Concurrent computing, Vector Optimization(Cont)

    • Concepts of Multi-Objective Optimization Method (MOOM), Lagrange multiplier, Karush–Kuhn–Tucker (KKT) conditions, Concept of Dominated and Non-dominated Solutions, Ideas of Pareto Principle, Goal Programming, No-preference methods, Priori methods, Scalarizing, Posteriori methods, Concurrent computing, Vector Optimization(Cont)

    • Concepts of Multi-Objective Optimization Method (MOOM), Lagrange multiplier, Karush–Kuhn–Tucker (KKT) conditions, Concept of Dominated and Non-dominated Solutions, Ideas of Pareto Principle, Goal Programming, No-preference methods, Priori methods, Scalarizing, Posteriori methods, Concurrent computing, Vector Optimization

    • Ideas about Meta-heuristics to solve MOOM like GA, ACO, TS, AIS, PSO, etc.

    • Basic ideas about Multi-Attribute Utility Theory (MAUT) and Multi-Attribute Value Theory (MAVT), Concept of Out ranking methods

    • Weight Sum Method (WSM), Weight Product Method (WPM), Analytical Network Process (ANP), Analytical Hierarchy Process (AHP), ÉLimination et Choix Traduisant la REalité (ELimination Et Choice Translating REality) (ELECTRE), Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR), Preference Ranking Organization METHod for Enrichment of Evaluations (PROMETHEE), Measuring Attractiveness by a Categorical Based Evaluation TecHnique (MACBETH), Potentially All Pairwise RanKings of all possible Alternatives (PAPRIKA), etc.(Cont)

    • Weight Sum Method (WSM), Weight Product Method (WPM), Analytical Network Process (ANP), Analytical Hierarchy Process (AHP), ÉLimination et Choix Traduisant la REalité (ELimination Et Choice Translating REality) (ELECTRE), Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR), Preference Ranking Organization METHod for Enrichment of Evaluations (PROMETHEE), Measuring Attractiveness by a Categorical Based Evaluation TecHnique (MACBETH), Potentially All Pairwise RanKings of all possible Alternatives (PAPRIKA), etc.

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