Antony Brabazon, Michael O’Neill – Biologically Inspired Algorithms for Financial Modeling
Antony Brabazon, Michael O’Neill – Biologically Inspired Algorithms for Financial Modeling
Antony Brabazon, Michael O’Neill – Biologically Inspired Algorithms for Financial Modeling
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Description
ANTONY BRABAZON, MICHAEL O’NEILL – BIOLOGICALLY INSPIRED ALGORITHMS FOR FINANCIAL MODELING
Predicting the future for financial gain can be difficult. The book focuses on the application of BIAs to financial modelling.
The introduction explains computer trading on financial markets and the difficulties faced in financial market modelling. Neural networks, evolutionary computing, particle swarm and ant colony optimization, and immune systems are some of the bioinspired methodologies. The development of market trading systems is covered in Part II. Part III examines real-world case studies where BIA methodologies are used to construct trading systems in equity and foreign exchange markets and for the prediction of corporate bond ratings and corporate failures.
The book was written for those in the finance community who want to apply BIAs in financial modelling, and for computer scientists who want an introduction to this growing application domain.
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