The Resource Agent-Based Hybrid Intelligent Systems : An Agent-Based Framework for Complex Problem Solving, by Zili Zhang, Chengqi Zhang, (electronic resource)

Agent-Based Hybrid Intelligent Systems : An Agent-Based Framework for Complex Problem Solving, by Zili Zhang, Chengqi Zhang, (electronic resource)

Label
Agent-Based Hybrid Intelligent Systems : An Agent-Based Framework for Complex Problem Solving
Title
Agent-Based Hybrid Intelligent Systems
Title remainder
An Agent-Based Framework for Complex Problem Solving
Statement of responsibility
by Zili Zhang, Chengqi Zhang
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
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
Member of
http://library.link/vocab/creatorName
Zhang, Zili
Image bit depth
0
LC call number
  • Q334-342
  • TJ210.2-211.495
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Zhang, Chengqi.
  • SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
2938
http://library.link/vocab/subjectName
  • Computer science
  • Software engineering
  • Database management
  • Artificial intelligence
  • Information systems
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Software Engineering
  • Computation by Abstract Devices
  • Database Management
  • Computer Appl. in Administrative Data Processing
Label
Agent-Based Hybrid Intelligent Systems : An Agent-Based Framework for Complex Problem Solving, by Zili Zhang, Chengqi Zhang, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
XV, 194 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540246237
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/b95170
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-24623-7
Label
Agent-Based Hybrid Intelligent Systems : An Agent-Based Framework for Complex Problem Solving, by Zili Zhang, Chengqi Zhang, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
XV, 194 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540246237
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/b95170
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-24623-7

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