| Computational Intelligence in a Nutshell | |
| Artificial vs. Computational Intelligence | p. 3 |
| Artificial Intelligence: The Pioneer | p. 4 |
| Computational Intelligence: The Successor | p. 22 |
| Key Differences Between AI and CI | p. 27 |
| Summary | p. 29 |
| Suggested Reading | p. 30 |
| A Roadmap Through the Computational Intelligence Maze | p. 31 |
| Strengths and Weaknesses of CI Approaches | p. 31 |
| Key Scientific Principles of Computational Intelligence | p. 42 |
| Key Application Areas of Computational Intelligence | p. 45 |
| Summary | p. 50 |
| Suggested Reading | p. 50 |
| Let's Get Fuzzy | p. 51 |
| Fuzzy Systems in a Nutshell | p. 51 |
| Benefits of Fuzzy Systems | p. 60 |
| Fuzzy Systems Issues | p. 62 |
| How to Apply Fuzzy Systems | p. 63 |
| Typical Applications of Fuzzy Systems | p. 65 |
| Fuzzy Systems Marketing | p. 68 |
| Available Resources for Fuzzy Systems | p. 70 |
| Summary | p. 71 |
| Suggested Reading | p. 72 |
| Machine Learning: The Ghost in the Learning Machine | p. 73 |
| Neural Networks in a Nutshell | p. 76 |
| Support Vector Machines in a Nutshell | p. 84 |
| Benefits of Machine learning | p. 91 |
| Machine Learning Issues | p. 96 |
| How to Apply Machine learning Systems | p. 97 |
| Typical Machine Learning Applications | p. 105 |
| Machine Learning Marketing | p. 108 |
| Available Resources for Machine Learning | p. 111 |
| Summary | p. 112 |
| Suggested Reading | p. 113 |
| Evolutionary Computation: The Profitable Gene | p. 115 |
| Evolutionary Computation in a Nutshell | p. 116 |
| Benefits of Evolutionary Computation | p. 128 |
| Evolutionary Computation Issues | p. 130 |
| How to Apply Evolutionary Computation | p. 130 |
| Typical Applications of Evolutionary Computation | p. 136 |
| Evolutionary Computation Marketing | p. 141 |
| Available Resources for Evolutionary Computation | p. 142 |
| Summary | p. 143 |
| Suggested Reading | p. 144 |
| Swarm Intelligence: The Benefits of Swarms | p. 145 |
| Swarm Intelligence in a Nutshell | p. 146 |
| Benefits of Swarm Intelligence | p. 157 |
| Swarm Intelligence Issues | p. 159 |
| How to Apply Swarm Intelligence | p. 160 |
| Typical Swarm Intelligence Applications | p. 166 |
| Swarm Intelligence Marketing | p. 171 |
| Available Resources for Swarm Intelligence | p. 173 |
| Summary | p. 173 |
| Suggested Reading | p. 174 |
| Intelligent Agents: The Computer Intelligence Agency (CIA) | p. 175 |
| Intelligent Agents in a Nutshell | p. 176 |
| Benefits of Intelligent Agents | p. 186 |
| Intelligent Agents Issues | p. 189 |
| How to Apply Intelligent Agents | p. 190 |
| Typical Applications of Intelligent Agents | p. 193 |
| Intelligent Agents Marketing | p. 196 |
| Available Resources for Intelligent Agents | p. 199 |
| Summary | p. 199 |
| Suggested Reading | p. 200 |
| Computational Intelligence Creates Value | |
| Why We Need Intelligent Solutions | p. 203 |
| Beat Competition | p. 204 |
| Accelerate Innovations | p. 207 |
| Produce Efficiently | p. 210 |
| Distribute Effectively | p. 212 |
| Impress Customers | p. 215 |
| Enhance Creativity | p. 217 |
| Attract Investors | p. 220 |
| Improve National Defense | p. 222 |
| Protect Health | p. 225 |
| Have Fun | p. 228 |
| Summary | p. 231 |
| Suggested Reading | p. 231 |
| Competitive Advantages of Computational Intelligence | p. 233 |
| Competitive Advantage of a Research Approach | p. 233 |
| Key Competitive Approaches to Computational Intelligence | p. 237 |
| How Computational Intelligence Beats the Competition | p. 247 |
| Summary | p. 255 |
| Suggested Reading | p. 256 |
| Issues in Applying Computational Intelligence | p. 257 |
| Technology Risks | p. 257 |
| Modeling Fatigue | p. 261 |
| Looks Too Academic | p. 263 |
| Perception of High Cost | p. 265 |
| Missing Infrastructure | p. 267 |
| No Marketing | p. 269 |
| Wrong Expectations | p. 271 |
| No Application Methodology | p. 274 |
| Summary | p. 275 |
| Suggested Reading | p. 276 |
| Computational Intelligence Application Strategy | |
| Integrate and Conquer | p. 279 |
| The Nasty Reality of Real-World Applications | p. 280 |
| Requirements for Successful Real-World Applications | p. 282 |
| Why Integration Is Critical for Real-World Applications | p. 284 |
| Integration Opportunities | p. 287 |
| Integrated Methodology for Robust Empirical Modeling | p. 294 |
| Integrated Methodology in Action | p. 301 |
| Summary | p. 309 |
| Suggested Reading | p. 309 |
| How to Apply Computational Intelligence | p. 311 |
| When Is Computational Intelligence the Right Solution? | p. 311 |
| Obstacles in Applying Computational Intelligence | p. 313 |
| Methodology for Applying CI in a Business | p. 316 |
| Computational Intelligence Project Management | p. 322 |
| CI for Six Sigma and Design for Six Sigma | p. 331 |
| Summary | p. 340 |
| Suggested Reading | p. 341 |
| Computational Intelligence Marketing | p. 343 |
| Research Marketing Principles | p. 343 |
| Techniques - Delivery, Visualization, Humor | p. 348 |
| Interactions Between Academia and Industry | p. 359 |
| Marketing CI to a Technical Audience | p. 363 |
| Marketing to a Nontechnical Audience | p. 369 |
| Summary | p. 372 |
| Suggested Reading | p. 373 |
| Industrial Applications of Computational Intelligence | p. 375 |
| Applications in Manufacturing | p. 375 |
| Applications in New Product Development | p. 390 |
| Unsuccessful Computational Intelligence Applications | p. 401 |
| Acknowledgements | p. 403 |
| Summary | p. 403 |
| Suggested Reading | p. 403 |
| The Future of Computational Intelligence | |
| Future Directions of Applied Computational Intelligence | p. 407 |
| Supply-Demand-Driven Applied Research | p. 407 |
| Next-Generation on Applied Computational Intelligence | p. 413 |
| Projected Industrial Needs | p. 425 |
| Sustainability of Applied Computational Intelligence | p. 431 |
| Summary | p. 433 |
| Suggested Reading | p. 434 |
| Glossary | p. 435 |
| Index | p. 447 |
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