Computer Simulation

Biologically Inspired Algorithms for Financial Modelling by Anthony Brabazon,Michael O'Neill

By Anthony Brabazon,Michael O'Neill

Predicting the long run for monetary achieve is a tricky, occasionally ecocnomic task. the point of interest of this ebook is the applying of biologically encouraged algorithms (BIAs) to monetary modelling.

In an in depth advent, the authors clarify desktop buying and selling on monetary markets and the problems confronted in monetary industry modelling. Then half I presents a radical advisor to some of the bioinspired methodologies – neural networks, evolutionary computing (particularly genetic algorithms and grammatical evolution), particle swarm and ant colony optimization, and immune structures. half II brings the reader throughout the improvement of industry buying and selling structures. eventually, half III examines real-world case stories the place BIA methodologies are hired to build buying and selling structures in fairness and foreign currency echange markets, and for the prediction of company bond scores and company failures.

The e-book was once written for these within the finance neighborhood who are looking to follow BIAs in monetary modelling, and for machine scientists who wish an creation to this starting to be software domain.

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