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Chapter 4 DECISION SUPPORT AND ARTIFICIAL INTELLIGENCE Brainpower for Your Business

Chapter 4 DECISION SUPPORT AND ARTIFICIAL INTELLIGENCE Brainpower for Your Business. STUDENT LEARNING OUTCOMES. VISUALIZING INFORMATION IN MAP FORM FOR DECISION MAKING. INTRODUCTION. 4 Phases of decision making. Four Phases of Decision Making. Types of Decisions You Face.

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Chapter 4 DECISION SUPPORT AND ARTIFICIAL INTELLIGENCE Brainpower for Your Business

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  1. Chapter 4DECISION SUPPORT AND ARTIFICIAL INTELLIGENCEBrainpower for Your Business

  2. STUDENT LEARNING OUTCOMES

  3. VISUALIZING INFORMATION IN MAP FORM FOR DECISION MAKING

  4. INTRODUCTION 4 Phases of decision making

  5. Four Phases of Decision Making

  6. Types of Decisions You Face Structured decision Nonstructured decision Recurring decision Nonrecurring (ad hoc) decision

  7. Types of Decisions You Face

  8. CHAPTER ORGANIZATION Decision Support Systems Geographic Information Systems Expert Systems Neural Networks and Fuzzy Logic

  9. CHAPTER ORGANIZATION Genetic Algorithms Intelligent Agent

  10. DECISION SUPPORT SYSTEMS Decision support system (DSS)

  11. Alliance between You and a DSS

  12. Components of a DSS Model management component Data management component User interface management component

  13. Components of a DSS

  14. GEOGRAPHIC INFORMATION SYSTEMS Geographic information system (GIS)

  15. Zillow GIS Software for Denver

  16. EXPERT SYSTEMS Expert (knowledge-based) system

  17. Traffic Light Expert System

  18. What Expert Systems Can and Can’t Do An expert system can An expert system can’t

  19. NEURAL NETWORKS AND FUZZY LOGIC Neural network (artificial neural network or ANN)

  20. Neural Networks Can…

  21. Fuzzy Logic Fuzzy logic

  22. GENETIC ALGORITHMS Genetic algorithm

  23. Evolutionary Principles of Genetic Algorithms Selection Crossover Mutation

  24. Genetic Algorithms Can…

  25. INTELLIGENT AGENTS Intelligent agent Types

  26. Information Agents Information Agents Ex: Buyer agent or shopping bot

  27. Monitoring-and-Surveillance Agents Monitoring-and-surveillance (predictive) agents

  28. Data-Mining Agents Data-mining agent

  29. User Agents User or personal agent Examples

  30. MULTI-AGENT SYSTEMS AND AGENT-BASED MODELING Biomimicry Used to

  31. Agent-Based Modeling Agent-based modeling Multi-agent system

  32. Business Applications

  33. Swarm Intelligence Swarm (collective) intelligence

  34. Characteristics of Swarm Intelligence

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