Computational Intelligence: A CompendiumComputational Intelligence: A Compendium presents a well structured overview about this rapidly growing field with contributions of leading experts in Computational Intelligence. The main focus of the compendium is on applied methods tired-and-proven effective to realworld problems, which is especially useful for practitioners, researchers, students and also newcomers to the field. The 25 chapters are grouped into the following themes: I. Overview and Background II. Data Preprocessing and Systems Integration III. Artificial Intelligence IV. Logic and Reasoning V. Ontology VI. Agents VII. Fuzzy Systems VIII. Artificial Neural Networks IX. Evolutionary Approaches X. DNA and Immune-based Computing. |
From inside the book
Results 1-5 of 65
... Selection 83 84 3 3.1 Feature Evaluation 3.2 Search Engine ... 3.3 Example Feature Selection Models .. 4 Trends and Challenges of Feature Selection and Data Reduction .. 101 References 103 89 91 97 98 Resources 107 1 Key Books 107 2 Key ...
... Selection 4.3 Multiobjective Fuzzy Genetics - Based Machine Learning Computational Experiments on Test Problems Future Research Directions . Concluding Remarks References 653 655 655 657 658 661 662 . 663 . 667 669 673 674 675 Resources ...
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Contents
An Introduction | 3 |
567 | 21 |
8 | 31 |
9 | 39 |
Hybrid Methods | 42 |
References | 50 |
Resources | 66 |
3 | 73 |
AgentBased Economic Simulations with CI | 549 |
4 | 583 |
6 | 594 |
3 | 603 |
An Application of the Perception Mechanism | 627 |
Conclusions | 634 |
Discussion Groups Forums | 638 |
Evolutionary Multiobjective Design | 640 |
Open Source Software | 77 |
Key Books | 107 |
The Generative Topographic Mapping | 121 |
5 | 126 |
6 | 132 |
Harmonic Averages | 140 |
References | 147 |
Key International ConferencesWorkshops | 152 |
1 | 154 |
Negotiation Between Agents | 159 |
Selfishware and Internet Being | 173 |
2 | 179 |
Research Groups | 180 |
6 | 181 |
Applications of DNA Computing | 188 |
Evaluating Affective Embodied Agents | 206 |
Summary | 216 |
Preprocessing Visualization Systems Integration | 222 |
Resources 225 | 224 |
The Paraconsistent Annotated Logic Program EVALPSN | 233 |
7 | 256 |
EVALPSN Safety Verification for Control | 265 |
Beforeafter EVALPSN | 284 |
Conclusion and Future Work | 299 |
Resources | 305 |
A DOP Model for Music | 315 |
Towards a Unifying Approach | 323 |
Computing Thest | 329 |
Conclusion | 336 |
8 | 342 |
Resources | 343 |
GraphBased Representation and Reasoning | 350 |
3 | 358 |
6 | 367 |
9 | 372 |
References | 374 |
Related Work | 388 |
5 | 400 |
References | 403 |
Resources | 405 |
Key International ConferencesWorkshops | 406 |
Introduction | 408 |
Performance Comparisons | 428 |
Resources | 435 |
Grid Computing in Open Environments | 446 |
A PeertoPeer Solution to Grid Computing | 462 |
2 | 463 |
References | 477 |
Key SurveyReview Articles | 481 |
Decentralized MultiAgent Clustering in Scalefree | 485 |
Dynamic Cluster Formation Algorithm | 490 |
Experimental Results | 496 |
Conclusions | 502 |
Predictor K2 511 | 510 |
3 | 513 |
Artificial Neural Networks | 519 |
Evolutionary Computation | 536 |
Evolutionary Multiobjective Optimization EMO | 655 |
Two Approaches to Evolutionary Multiobjective Design | 661 |
Future Research Directions | 673 |
Resources | 681 |
Conferences | 682 |
Related Work | 691 |
Data Mining Strategy for Bandwidth Prediction | 697 |
Conclusions | 704 |
Resources | 713 |
Key International ConferencesWorkshops | 714 |
Theories | 726 |
Applications and Case Studies | 743 |
6 | 753 |
Resources | 761 |
Neural Computation | 769 |
LargeScale Projects | 783 |
References | 790 |
An Evolved Neural Net Module | 797 |
The Evolution of Neural Network Modules | 804 |
5 | 808 |
9 | 834 |
Resources | 841 |
4 | 860 |
6 | 869 |
Resources | 877 |
4 | 884 |
5 | 891 |
1 | 904 |
Results on Literature Benchmarks | 911 |
1 | 923 |
3 | 930 |
4 | 950 |
7 | 958 |
The Semantic | 964 |
5 | 966 |
2 | 972 |
7 | 981 |
Conclusions | 987 |
4 | 1022 |
Resources | 1025 |
The Particle Swarm Algorithm | 1029 |
4 | 1036 |
6 | 1042 |
78 | 1048 |
Concluding Remarks | 1059 |
DNA Computing | 1081 |
Resources | 1087 |
4 | 1096 |
ст | 1110 |
Resources | 1117 |
4 | 1119 |
1122 | |
1128 | |
1135 | |
1142 | |
1160 | |