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Biologically Inspired Algorithms for Financial Modelling

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Cover of 'Biologically Inspired Algorithms for Financial Modelling'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Neural Network Methodologies
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    Chapter 3 Evolutionary Methodologies
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    Chapter 4 Grammatical Evolution
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    Chapter 5 The Particle Swarm Model
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    Chapter 6 Ant Colony Models
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    Chapter 7 Artificial Immune Systems
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    Chapter 8 Model Development Process
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    Chapter 9 Technical Analysis
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    Chapter 10 Overview of Case Studies
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    Chapter 11 Index Prediction Using MLPs
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    Chapter 12 Index Prediction Using a MLP-GA Hybrid
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    Chapter 13 Index Trading Using Grammatical Evolution
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    Chapter 14 Adaptive Trading Using Grammatical Evolution
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    Chapter 15 Intra-day Trading Using Grammatical Evolution
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    Chapter 16 Automatic Generation of Foreign Exchange Trading Rules
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    Chapter 17 Corporate Failure Prediction Using Grammatical Evolution
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    Chapter 18 Corporate Failure Prediction Using an Ant Model
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    Chapter 19 Bond Rating Using Grammatical Evolution
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    Chapter 20 Bond Rating Using AIS
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    Chapter 21 Wrap-up
Attention for Chapter 7: Artificial Immune Systems
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