Chapter 4 Brainpower for Your Business Chapter 4 DECISION SUPPORT AND ARTIFICIAL INTELLIGENCE...
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Transcript of Chapter 4 Brainpower for Your Business Chapter 4 DECISION SUPPORT AND ARTIFICIAL INTELLIGENCE...
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Chapter 4Chapter 4 DECISION SUPPORT AND ARTIFICIAL
INTELLIGENCEBrainpower for Your BusinessBrainpower for Your Business
Chapter 4Chapter 4 DECISION SUPPORT AND ARTIFICIAL
INTELLIGENCEBrainpower for Your BusinessBrainpower for Your Business
![Page 2: Chapter 4 Brainpower for Your Business Chapter 4 DECISION SUPPORT AND ARTIFICIAL INTELLIGENCE Brainpower for Your Business.](https://reader030.fdocuments.net/reader030/viewer/2022032523/56649d7d5503460f94a6009f/html5/thumbnails/2.jpg)
STUDENT LEARNING OUTCOMES
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VISUALIZING INFORMATION IN MAP FORM FOR DECISION
MAKING
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INTRODUCTION
• 4 Phases of decision making
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Four Phases of Decision Making
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Types of Decisions You Face
• Structured decision
• Nonstructured decision
• Recurring decision
• Nonrecurring (ad hoc) decision
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Types of Decisions You Face
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CHAPTER ORGANIZATION
1. Decision Support Systems
2. Geographic Information Systems
3. Expert Systems
4. Neural Networks and Fuzzy Logic
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CHAPTER ORGANIZATION
5. Genetic Algorithms
6. Intelligent Agent
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DECISION SUPPORT SYSTEMS
• Decision support system (DSS)
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Alliance between You and a DSS
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Components of a DSS
• Model management component
• Data management component
• User interface management component
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Components of a DSS
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GEOGRAPHIC INFORMATION SYSTEMS
• Geographic information system (GIS)
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Zillow GIS Software for Denver
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EXPERT SYSTEMS
• Expert (knowledge-based) system
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Traffic Light Expert System
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What Expert Systems Can and Can’t Do
• An expert system can
• An expert system can’t
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NEURAL NETWORKS AND FUZZY LOGIC
• Neural network (artificial neural network or ANN)
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Neural Networks Can…
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Fuzzy Logic
• Fuzzy logic
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GENETIC ALGORITHMS
• Genetic algorithm
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Evolutionary Principles of Genetic Algorithms
1. Selection
2. Crossover
3. Mutation
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Genetic Algorithms Can…
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INTELLIGENT AGENTS
• Intelligent agent
• Types
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Information Agents
• Information Agents
• Ex: Buyer agent or shopping bot
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Monitoring-and-Surveillance Agents
Monitoring-and-surveillance (predictive) agents
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Data-Mining Agents
Data-mining agent
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User Agents
• User or personal agent
• Examples
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MULTI-AGENT SYSTEMS AND AGENT-BASED MODELING
• Biomimicry
• Used to
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Agent-Based Modeling
• Agent-based modeling
• Multi-agent system
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Business Applications
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Swarm Intelligence
Swarm (collective) intelligence
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Characteristics of Swarm Intelligence