Agent-based hybrid intelligent systems : an agent-based fromework for complex problem solving /
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| Author / Creator: | Zhang, Zili (Senior lecturer) |
|---|---|
| Imprint: | Berlin ; New York : Springer, ©2004. |
| Description: | 1 online resource (xiv, 196 pages) : illustrations. |
| Language: | English |
| Series: | Lecture notes in computer science, 0302-9743 ; 2938. Lecture notes in artificial intelligence Lecture notes in computer science ; 2938. Lecture notes in computer science. Lecture notes in artificial intelligence. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11065242 |
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| 100 | 1 | |a Zhang, Zili |c (Senior lecturer) |0 http://id.loc.gov/authorities/names/n2004002098 |1 http://viaf.org/viaf/62610034 | |
| 245 | 1 | 0 | |a Agent-based hybrid intelligent systems : |b an agent-based fromework for complex problem solving / |c Zili Zhang, Chengqi Zhang. |
| 260 | |a Berlin ; |a New York : |b Springer, |c ©2004. | ||
| 300 | |a 1 online resource (xiv, 196 pages) : |b illustrations. | ||
| 336 | |a text |b txt |2 rdacontent |0 http://id.loc.gov/vocabulary/contentTypes/txt | ||
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| 338 | |a online resource |b cr |2 rdacarrier |0 http://id.loc.gov/vocabulary/carriers/cr | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Lecture notes in computer science, |x 0302-9743 ; |v 2938. |a Lecture notes in artificial intelligence | |
| 504 | |a Includes bibliographical references (pages 183-191) and index. | ||
| 520 | |a Solving complex problems in real-world contexts, such as financial investment planning or mining large data collections, involves many different sub-tasks, each of which requires different techniques. To deal with such problems, a great diversity of intelligent techniques are available, including traditional techniques like expert systems approaches and soft computing techniques like fuzzy logic, neural networks, or genetic algorithms. These techniques are complementary approaches to intelligent information processing rather than competing ones, and thus better results in problem solving are achieved when these techniques are combined in hybrid intelligent systems. Multi-Agent Systems are ideally suited to model the manifold interactions among the many different components of hybrid intelligent systems. This book introduces agent-based hybrid intelligent systems and presents a framework and methodology allowing for the development of such systems for real-world applications. The authors focus on applications in financial investment planning and data mining. | ||
| 505 | 0 | |a Fundamentals of Hybrid Intelligent Systems and Agents -- 1 Introduction -- 2 Basics of Hybrid Intelligent Systems -- 3 Basics of Agents and Multi-agent Systems -- Methodology and Framework -- 4 Agent-Oriented Methodologies -- 5 Agent-Based Framework for Hybrid Intelligent Systems -- 6 Matchmaking in Middle Agents -- Application Systems -- 7 Agent-Based Hybrid Intelligent System for Financial Investment Planning -- 8 Agent-Based Hybrid Intelligent System for Data Mining -- Concluding Remarks -- 9 The Less the More -- Appendix: Sample Source Codes of the Agent-Based Financial Planning System -- References. | |
| 546 | |a English. | ||
| 650 | 0 | |a Intelligent agents (Computer software) |0 http://id.loc.gov/authorities/subjects/sh97000493 | |
| 650 | 0 | |a Expert systems (Computer science) |0 http://id.loc.gov/authorities/subjects/sh85046450 | |
| 650 | 0 | |a Soft computing. |0 http://id.loc.gov/authorities/subjects/sh96004789 | |
| 650 | 0 | |a Hybrid computers. |0 http://id.loc.gov/authorities/subjects/sh85063268 | |
| 650 | 6 | |a Agents intelligents (Logiciels) | |
| 650 | 6 | |a Informatique douce. | |
| 650 | 6 | |a Systèmes experts (Informatique) | |
| 650 | 7 | |a COMPUTERS |x Expert Systems. |2 bisacsh | |
| 650 | 7 | |a Expert systems (Computer science) |2 fast |0 (OCoLC)fst00918516 | |
| 650 | 7 | |a Hybrid computers. |2 fast |0 (OCoLC)fst00964501 | |
| 650 | 7 | |a Intelligent agents (Computer software) |2 fast |0 (OCoLC)fst00975909 | |
| 650 | 7 | |a Soft computing. |2 fast |0 (OCoLC)fst01124115 | |
| 650 | 7 | |a Agent intelligent. |2 rasuqam | |
| 650 | 7 | |a Système expert. |2 rasuqam | |
| 650 | 7 | |a Système hybride (Informatique) |2 rasuqam | |
| 650 | 7 | |a Informatique douce. |2 rasuqam | |
| 650 | 7 | |a Data Mining |2 gnd | |
| 650 | 7 | |a Expertensystem |2 gnd | |
| 650 | 7 | |a Financial Engineering |2 gnd | |
| 650 | 7 | |a Lernendes System |2 gnd | |
| 650 | 7 | |a Mehragentensystem |2 gnd | |
| 650 | 1 | 4 | |a Computer Science. |
| 650 | 2 | 4 | |a Artificial Intelligence (incl. Robotics). |
| 650 | 2 | 4 | |a Software Engineering. |
| 650 | 2 | 4 | |a Computation by Abstract Devices. |
| 650 | 2 | 4 | |a Database Management. |
| 650 | 2 | 4 | |a Computer Appl. in Administrative Data Processing. |
| 650 | 7 | |a Computer Science. |2 hilcc | |
| 650 | 7 | |a Engineering & Applied Sciences. |2 hilcc | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Zhang, Chengqi, |d 1957- |0 http://id.loc.gov/authorities/names/no95053111 |1 http://viaf.org/viaf/233392726 | |
| 776 | 0 | 8 | |i Print version: |a Zhang, Zili, Ph. D. |t Agent-based hybrid intelligent systems. |d Berlin ; New York : Springer, ©2004 |z 3540209085 |w (DLC) 2004042928 |w (OCoLC)54371618 |
| 830 | 0 | |a Lecture notes in computer science ; |v 2938. | |
| 830 | 0 | |a Lecture notes in computer science. |p Lecture notes in artificial intelligence. |0 http://id.loc.gov/authorities/names/n42015162 | |
| 856 | 4 | 0 | |u http://link.springer.com/10.1007/b95170 |y SpringerLink |
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