Decision-making
portes grátis
Decision-making
Concepts, Methods and Techniques
Mukherjee, Shyama Prasad
SAGE Publications India Pvt Ltd
01/2022
424
Dura
Inglês
9789354791079
15 a 20 dias
630
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Preface
Introduction
Prologue
Decisions and decision-making
Ubiquity of Decisions
Rationality and Bounded Rationality
Hierarchy of Decisions
Group Decisions
Social Choice Decisions
Decision-making and Problem-solving
Descriptive and Normative Decision Theory
Case-based Decision Theory
Decision Theory and Decision-making
Decision-making Process
Some Generalities
Strategies
States of Nature
Criteria for Choice
Utility and Its Measurement
Regret
Optimality Principle
Establishing Trade-Off's
Types of Decision Problems
Elaborating Some Examples
Sequential and Dynamic Decision-making
Robustness of Decisions
Representation of Decision Problems
Decision Environment
Decision Matrix
Influence Diagram
Decision Trees
Influence Diagram and Decision Tree
Decision Analytic Network
Gantt Chart
Network Diagrams
Decisions under Certainty and Uncertainty
Introduction
Decision-making under Uncertainty
Info-gap Decision Analysis
Interval Programming Problem
Decision-making under Certainty
Unstructured Decision Problems
Mathematical Programming
Decision-making under Risk
Introduction
Approaches to Decision-making under Risk
Stochastic Optimization
Stochastic Linear Programming
Probabilistic Dynamic Programming
Fuzzy Decision-making
Prospect Theory
Priority Heuristic
Decision-making under Evidence Theory
Decisions under Competition
Games and Decisions
Matrix Games
Solving Matrix Games
Polymatrix Games
Prisoners' Dilemma
Evolutionary Games
Analysis of Meta-Games
Co-operative Games
Stackelberg Games
Statistical Decision Theory
Introduction
Beginning from Classical Statistics
Statistical Decision Process
Some Examples
The Optimality Principle
Derivation of Minimax and Bayes Estimators
Admissibility
Completeness
The Bayesian Paradigm
Prolongation of the Bayesian Paradigm
Multiple Decision Functions
Sequential Decision Theory
Design of Clinical Trials
Robust Decision-making
Multi-Criteria Decision-Making
Introduction
Classification of MCDM Methods
Essentials in MCDM
VIKOR
Analytic Hierarchy Process
Analytic Network Process
Data Envelopment Analysis
TOPSIS
Combinations of DEA, AHP and TOPSIS
Co-Co-So Model
OCRA
PROMETHEE and GAIA
MACBETH
Multi-MOORA
Stochastic Multi-Criteria Acceptability Analysis
Fuzzy MCDM
Challenges Ahead
Social Choice Problems
Introduction
Distinctive Features of Social Choice
Preference Aggregation
Axioms and Arrow's Impossibility Theorem
Consistency of Social Choice Functions
Probabilistic Social Choice Functions
Social Choice and Social Network
The Nudge Theory
Computational Social Choice
Decision-making Models
Preliminaries
Approaches in Managerial Decision-making
Qualitative Decision-making Models
Models Using Quantitative Methods
Models for Problem-Solving
Paired Comparison Analysis
Theory of Constraints
Alternatives and Constraints
Introduction
Issues in Optimization
Desiderata for Alternatives
Development of Alternatives
Pooling Expert Opinions
Domain Knowledge in Designing Alternatives
Probabilities as Alternatives
Alternatives in Evolutionary Algorithms
Rules and Procedures as Alternatives
Alternatives for Organizational Decisions
Constraints in Real-Life Decisions
Using Infeasible Solutions
Figuring out States of Nature
Post-implementation Feasibility Check
Generation of Criteria
Introduction
Criterion versus Objective Function
Alternative-Criterion Interaction
Criterion versus Rule for Choice
Characteristics of a Criterion
Aggregate as a Criterion
Criteria in group Decision-Making
Points to Ponder
Paired Comparison, Ranking and Scaling
Introduction
Paired Comparison
Aggregating Paired Comparison Results
Ranking of Units
Aggregation of Ranking Data
Concordance among Multiple Rankings
Consensus Ranking
Scaling of Alternatives
Rank Reversal
Role of Information
Introduction
Search for Information
Value of Information
Decisions in Fuzzy Environments
Information to Identify Feasible Options
Information in Social Choice Problems
A Peep into Gray Areas
Are There Gray Areas?
Impact of Uncertainty
Concern for Computational Complexity
Information Over-load and Option Deluge
Infirmities in Decision-Making
The Paradox of Choice
Can We Conclude?
References and Suggested Readings
Index
Introduction
Prologue
Decisions and decision-making
Ubiquity of Decisions
Rationality and Bounded Rationality
Hierarchy of Decisions
Group Decisions
Social Choice Decisions
Decision-making and Problem-solving
Descriptive and Normative Decision Theory
Case-based Decision Theory
Decision Theory and Decision-making
Decision-making Process
Some Generalities
Strategies
States of Nature
Criteria for Choice
Utility and Its Measurement
Regret
Optimality Principle
Establishing Trade-Off's
Types of Decision Problems
Elaborating Some Examples
Sequential and Dynamic Decision-making
Robustness of Decisions
Representation of Decision Problems
Decision Environment
Decision Matrix
Influence Diagram
Decision Trees
Influence Diagram and Decision Tree
Decision Analytic Network
Gantt Chart
Network Diagrams
Decisions under Certainty and Uncertainty
Introduction
Decision-making under Uncertainty
Info-gap Decision Analysis
Interval Programming Problem
Decision-making under Certainty
Unstructured Decision Problems
Mathematical Programming
Decision-making under Risk
Introduction
Approaches to Decision-making under Risk
Stochastic Optimization
Stochastic Linear Programming
Probabilistic Dynamic Programming
Fuzzy Decision-making
Prospect Theory
Priority Heuristic
Decision-making under Evidence Theory
Decisions under Competition
Games and Decisions
Matrix Games
Solving Matrix Games
Polymatrix Games
Prisoners' Dilemma
Evolutionary Games
Analysis of Meta-Games
Co-operative Games
Stackelberg Games
Statistical Decision Theory
Introduction
Beginning from Classical Statistics
Statistical Decision Process
Some Examples
The Optimality Principle
Derivation of Minimax and Bayes Estimators
Admissibility
Completeness
The Bayesian Paradigm
Prolongation of the Bayesian Paradigm
Multiple Decision Functions
Sequential Decision Theory
Design of Clinical Trials
Robust Decision-making
Multi-Criteria Decision-Making
Introduction
Classification of MCDM Methods
Essentials in MCDM
VIKOR
Analytic Hierarchy Process
Analytic Network Process
Data Envelopment Analysis
TOPSIS
Combinations of DEA, AHP and TOPSIS
Co-Co-So Model
OCRA
PROMETHEE and GAIA
MACBETH
Multi-MOORA
Stochastic Multi-Criteria Acceptability Analysis
Fuzzy MCDM
Challenges Ahead
Social Choice Problems
Introduction
Distinctive Features of Social Choice
Preference Aggregation
Axioms and Arrow's Impossibility Theorem
Consistency of Social Choice Functions
Probabilistic Social Choice Functions
Social Choice and Social Network
The Nudge Theory
Computational Social Choice
Decision-making Models
Preliminaries
Approaches in Managerial Decision-making
Qualitative Decision-making Models
Models Using Quantitative Methods
Models for Problem-Solving
Paired Comparison Analysis
Theory of Constraints
Alternatives and Constraints
Introduction
Issues in Optimization
Desiderata for Alternatives
Development of Alternatives
Pooling Expert Opinions
Domain Knowledge in Designing Alternatives
Probabilities as Alternatives
Alternatives in Evolutionary Algorithms
Rules and Procedures as Alternatives
Alternatives for Organizational Decisions
Constraints in Real-Life Decisions
Using Infeasible Solutions
Figuring out States of Nature
Post-implementation Feasibility Check
Generation of Criteria
Introduction
Criterion versus Objective Function
Alternative-Criterion Interaction
Criterion versus Rule for Choice
Characteristics of a Criterion
Aggregate as a Criterion
Criteria in group Decision-Making
Points to Ponder
Paired Comparison, Ranking and Scaling
Introduction
Paired Comparison
Aggregating Paired Comparison Results
Ranking of Units
Aggregation of Ranking Data
Concordance among Multiple Rankings
Consensus Ranking
Scaling of Alternatives
Rank Reversal
Role of Information
Introduction
Search for Information
Value of Information
Decisions in Fuzzy Environments
Information to Identify Feasible Options
Information in Social Choice Problems
A Peep into Gray Areas
Are There Gray Areas?
Impact of Uncertainty
Concern for Computational Complexity
Information Over-load and Option Deluge
Infirmities in Decision-Making
The Paradox of Choice
Can We Conclude?
References and Suggested Readings
Index
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account of concepts;branches of knowledge;decision theory;picture of concepts;computational social choice;decision theory
Preface
Introduction
Prologue
Decisions and decision-making
Ubiquity of Decisions
Rationality and Bounded Rationality
Hierarchy of Decisions
Group Decisions
Social Choice Decisions
Decision-making and Problem-solving
Descriptive and Normative Decision Theory
Case-based Decision Theory
Decision Theory and Decision-making
Decision-making Process
Some Generalities
Strategies
States of Nature
Criteria for Choice
Utility and Its Measurement
Regret
Optimality Principle
Establishing Trade-Off's
Types of Decision Problems
Elaborating Some Examples
Sequential and Dynamic Decision-making
Robustness of Decisions
Representation of Decision Problems
Decision Environment
Decision Matrix
Influence Diagram
Decision Trees
Influence Diagram and Decision Tree
Decision Analytic Network
Gantt Chart
Network Diagrams
Decisions under Certainty and Uncertainty
Introduction
Decision-making under Uncertainty
Info-gap Decision Analysis
Interval Programming Problem
Decision-making under Certainty
Unstructured Decision Problems
Mathematical Programming
Decision-making under Risk
Introduction
Approaches to Decision-making under Risk
Stochastic Optimization
Stochastic Linear Programming
Probabilistic Dynamic Programming
Fuzzy Decision-making
Prospect Theory
Priority Heuristic
Decision-making under Evidence Theory
Decisions under Competition
Games and Decisions
Matrix Games
Solving Matrix Games
Polymatrix Games
Prisoners' Dilemma
Evolutionary Games
Analysis of Meta-Games
Co-operative Games
Stackelberg Games
Statistical Decision Theory
Introduction
Beginning from Classical Statistics
Statistical Decision Process
Some Examples
The Optimality Principle
Derivation of Minimax and Bayes Estimators
Admissibility
Completeness
The Bayesian Paradigm
Prolongation of the Bayesian Paradigm
Multiple Decision Functions
Sequential Decision Theory
Design of Clinical Trials
Robust Decision-making
Multi-Criteria Decision-Making
Introduction
Classification of MCDM Methods
Essentials in MCDM
VIKOR
Analytic Hierarchy Process
Analytic Network Process
Data Envelopment Analysis
TOPSIS
Combinations of DEA, AHP and TOPSIS
Co-Co-So Model
OCRA
PROMETHEE and GAIA
MACBETH
Multi-MOORA
Stochastic Multi-Criteria Acceptability Analysis
Fuzzy MCDM
Challenges Ahead
Social Choice Problems
Introduction
Distinctive Features of Social Choice
Preference Aggregation
Axioms and Arrow's Impossibility Theorem
Consistency of Social Choice Functions
Probabilistic Social Choice Functions
Social Choice and Social Network
The Nudge Theory
Computational Social Choice
Decision-making Models
Preliminaries
Approaches in Managerial Decision-making
Qualitative Decision-making Models
Models Using Quantitative Methods
Models for Problem-Solving
Paired Comparison Analysis
Theory of Constraints
Alternatives and Constraints
Introduction
Issues in Optimization
Desiderata for Alternatives
Development of Alternatives
Pooling Expert Opinions
Domain Knowledge in Designing Alternatives
Probabilities as Alternatives
Alternatives in Evolutionary Algorithms
Rules and Procedures as Alternatives
Alternatives for Organizational Decisions
Constraints in Real-Life Decisions
Using Infeasible Solutions
Figuring out States of Nature
Post-implementation Feasibility Check
Generation of Criteria
Introduction
Criterion versus Objective Function
Alternative-Criterion Interaction
Criterion versus Rule for Choice
Characteristics of a Criterion
Aggregate as a Criterion
Criteria in group Decision-Making
Points to Ponder
Paired Comparison, Ranking and Scaling
Introduction
Paired Comparison
Aggregating Paired Comparison Results
Ranking of Units
Aggregation of Ranking Data
Concordance among Multiple Rankings
Consensus Ranking
Scaling of Alternatives
Rank Reversal
Role of Information
Introduction
Search for Information
Value of Information
Decisions in Fuzzy Environments
Information to Identify Feasible Options
Information in Social Choice Problems
A Peep into Gray Areas
Are There Gray Areas?
Impact of Uncertainty
Concern for Computational Complexity
Information Over-load and Option Deluge
Infirmities in Decision-Making
The Paradox of Choice
Can We Conclude?
References and Suggested Readings
Index
Introduction
Prologue
Decisions and decision-making
Ubiquity of Decisions
Rationality and Bounded Rationality
Hierarchy of Decisions
Group Decisions
Social Choice Decisions
Decision-making and Problem-solving
Descriptive and Normative Decision Theory
Case-based Decision Theory
Decision Theory and Decision-making
Decision-making Process
Some Generalities
Strategies
States of Nature
Criteria for Choice
Utility and Its Measurement
Regret
Optimality Principle
Establishing Trade-Off's
Types of Decision Problems
Elaborating Some Examples
Sequential and Dynamic Decision-making
Robustness of Decisions
Representation of Decision Problems
Decision Environment
Decision Matrix
Influence Diagram
Decision Trees
Influence Diagram and Decision Tree
Decision Analytic Network
Gantt Chart
Network Diagrams
Decisions under Certainty and Uncertainty
Introduction
Decision-making under Uncertainty
Info-gap Decision Analysis
Interval Programming Problem
Decision-making under Certainty
Unstructured Decision Problems
Mathematical Programming
Decision-making under Risk
Introduction
Approaches to Decision-making under Risk
Stochastic Optimization
Stochastic Linear Programming
Probabilistic Dynamic Programming
Fuzzy Decision-making
Prospect Theory
Priority Heuristic
Decision-making under Evidence Theory
Decisions under Competition
Games and Decisions
Matrix Games
Solving Matrix Games
Polymatrix Games
Prisoners' Dilemma
Evolutionary Games
Analysis of Meta-Games
Co-operative Games
Stackelberg Games
Statistical Decision Theory
Introduction
Beginning from Classical Statistics
Statistical Decision Process
Some Examples
The Optimality Principle
Derivation of Minimax and Bayes Estimators
Admissibility
Completeness
The Bayesian Paradigm
Prolongation of the Bayesian Paradigm
Multiple Decision Functions
Sequential Decision Theory
Design of Clinical Trials
Robust Decision-making
Multi-Criteria Decision-Making
Introduction
Classification of MCDM Methods
Essentials in MCDM
VIKOR
Analytic Hierarchy Process
Analytic Network Process
Data Envelopment Analysis
TOPSIS
Combinations of DEA, AHP and TOPSIS
Co-Co-So Model
OCRA
PROMETHEE and GAIA
MACBETH
Multi-MOORA
Stochastic Multi-Criteria Acceptability Analysis
Fuzzy MCDM
Challenges Ahead
Social Choice Problems
Introduction
Distinctive Features of Social Choice
Preference Aggregation
Axioms and Arrow's Impossibility Theorem
Consistency of Social Choice Functions
Probabilistic Social Choice Functions
Social Choice and Social Network
The Nudge Theory
Computational Social Choice
Decision-making Models
Preliminaries
Approaches in Managerial Decision-making
Qualitative Decision-making Models
Models Using Quantitative Methods
Models for Problem-Solving
Paired Comparison Analysis
Theory of Constraints
Alternatives and Constraints
Introduction
Issues in Optimization
Desiderata for Alternatives
Development of Alternatives
Pooling Expert Opinions
Domain Knowledge in Designing Alternatives
Probabilities as Alternatives
Alternatives in Evolutionary Algorithms
Rules and Procedures as Alternatives
Alternatives for Organizational Decisions
Constraints in Real-Life Decisions
Using Infeasible Solutions
Figuring out States of Nature
Post-implementation Feasibility Check
Generation of Criteria
Introduction
Criterion versus Objective Function
Alternative-Criterion Interaction
Criterion versus Rule for Choice
Characteristics of a Criterion
Aggregate as a Criterion
Criteria in group Decision-Making
Points to Ponder
Paired Comparison, Ranking and Scaling
Introduction
Paired Comparison
Aggregating Paired Comparison Results
Ranking of Units
Aggregation of Ranking Data
Concordance among Multiple Rankings
Consensus Ranking
Scaling of Alternatives
Rank Reversal
Role of Information
Introduction
Search for Information
Value of Information
Decisions in Fuzzy Environments
Information to Identify Feasible Options
Information in Social Choice Problems
A Peep into Gray Areas
Are There Gray Areas?
Impact of Uncertainty
Concern for Computational Complexity
Information Over-load and Option Deluge
Infirmities in Decision-Making
The Paradox of Choice
Can We Conclude?
References and Suggested Readings
Index
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
