The Resource Natural Computing in Computational Finance : Volume 2, edited by Anthony Brabazon, Michael O’Neill, (electronic resource)

Natural Computing in Computational Finance : Volume 2, edited by Anthony Brabazon, Michael O’Neill, (electronic resource)

Label
Natural Computing in Computational Finance : Volume 2
Title
Natural Computing in Computational Finance
Title remainder
Volume 2
Statement of responsibility
edited by Anthony Brabazon, Michael O’Neill
Creator
Contributor
Editor
Provider
Subject
Language
eng
Summary
Recent years have seen the widespread application of Natural Computing algorithms (broadly defined in this context as computer algorithms whose design draws inspiration from phenomena in the natural world) for the purposes of financial modelling and optimisation. A related stream of work has also seen the application of learning mechanisms drawn from Natural Computing algorithms for the purposes of agent-based modelling in finance and economics. In this book we have collected a series of chapters which illustrate these two faces of Natural Computing. The first part of the book illustrates how algorithms inspired by the natural world can be used as problem solvers to uncover and optimise financial models. The second part of the book examines a number agent-based simulations of financial systems. This book follows on from Natural Computing in Computational Finance (Volume 100 in Springer’s Studies in Computational Intelligence series) which in turn arose from the success of EvoFIN 2007, the very first European Workshop on Evolutionary Computation in Finance & Economics held in Valencia, Spain in April 2007
Member of
http://library.link/vocab/creatorName
Brabazon, Anthony
Image bit depth
0
LC call number
  • TA329-348
  • TA640-643
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • O’Neill, Michael.
  • SpringerLink
Series statement
Studies in Computational Intelligence,
Series volume
185
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Engineering mathematics
  • Economics
  • Engineering
  • Appl.Mathematics/Computational Methods of Engineering
  • Artificial Intelligence (incl. Robotics)
  • Economics general
Label
Natural Computing in Computational Finance : Volume 2, edited by Anthony Brabazon, Michael O’Neill, (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
Natural Computing in Computational Finance (Volume 2): Introduction -- Natural Computing in Computational Finance (Volume 2): Introduction -- I Financial Modelling -- Statistical Arbitrage with Genetic Programming -- Finding Relevant Variables in a Financial Distress Prediction Problem Using Genetic Programming and Self-organizing Maps -- Ant Colony Optimization for Option Pricing -- A Neuro-Evolutionary Approach for Interest Rate Modelling -- Who’s Smart and Who’s Lucky? Inferring Trading Strategy, Learning and Adaptation in Financial Markets through Data Mining -- II Agent-Based Modelling -- Financial Bubbles: A Learning Effect Modelling Approach -- Evolutionary Computation and Artificial Financial Markets -- Classical and Agent-Based Evolutionary Algorithms for Investment Strategies Generation -- Income Distribution and Lottery Expenditures in Taiwan: An Analysis Based on Agent-Based Simulation -- The Emergence of a Market: What Efforts Can Entrepreneurs Make?
Dimensions
unknown
File format
multiple file formats
Form of item
electronic
Isbn
9783540959748
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-540-95974-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-95974-8
Label
Natural Computing in Computational Finance : Volume 2, edited by Anthony Brabazon, Michael O’Neill, (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
Natural Computing in Computational Finance (Volume 2): Introduction -- Natural Computing in Computational Finance (Volume 2): Introduction -- I Financial Modelling -- Statistical Arbitrage with Genetic Programming -- Finding Relevant Variables in a Financial Distress Prediction Problem Using Genetic Programming and Self-organizing Maps -- Ant Colony Optimization for Option Pricing -- A Neuro-Evolutionary Approach for Interest Rate Modelling -- Who’s Smart and Who’s Lucky? Inferring Trading Strategy, Learning and Adaptation in Financial Markets through Data Mining -- II Agent-Based Modelling -- Financial Bubbles: A Learning Effect Modelling Approach -- Evolutionary Computation and Artificial Financial Markets -- Classical and Agent-Based Evolutionary Algorithms for Investment Strategies Generation -- Income Distribution and Lottery Expenditures in Taiwan: An Analysis Based on Agent-Based Simulation -- The Emergence of a Market: What Efforts Can Entrepreneurs Make?
Dimensions
unknown
File format
multiple file formats
Form of item
electronic
Isbn
9783540959748
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-540-95974-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-95974-8

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