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Biologically Inspired Algorithms for Financial Modelling / by Anthony Brabazon, Michael O'Neill
(Natural Computing Series. ISSN:26276461)

データ種別	電子ブック
版	1st ed. 2006.
出版者	(Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer)
出版年	2006
大きさ	XV, 277 p : online resource
著者標目	*Brabazon, Anthony author O'Neill, Michael author SpringerLink (Online service)

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0004733	Computer Scinece R0 2005-6,2022-3				9783540313076

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一般注記	Methodologies -- Neural Network Methodologies -- Evolutionary Methodologies -- Grammatical Evolution -- The Particle Swarm Model -- Ant Colony Models -- Artificial Immune Systems -- Model Development -- Model Development Process -- Technical Analysis -- Case Studies -- Overview of Case Studies -- Index Prediction Using MLPs -- Index Prediction Using a MLP-GA Hybrid -- Index Trading Using Grammatical Evolution -- Adaptive Trading Using Grammatical Evolution -- Intra-day Trading Using Grammatical Evolution -- Automatic Generation of Foreign Exchange Trading Rules -- Corporate Failure Prediction Using Grammatical Evolution -- Corporate Failure Prediction Using an Ant Model -- Bond Rating Using Grammatical Evolution -- Bond Rating Using AIS -- Wrap-up Predicting the future for financial gain is a difficult, sometimes profitable activity. The focus of this book is the application of biologically inspired algorithms (BIAs) to financial modelling. In a detailed introduction, the authors explain computer trading on financial markets and the difficulties faced in financial market modelling. Then Part I provides a thorough guide to the various bioinspired methodologies – neural networks, evolutionary computing (particularly genetic algorithms and grammatical evolution), particle swarm and ant colony optimization, and immune systems. Part II brings the reader through the development of market trading systems. Finally, Part III examines real-world case studies where BIA methodologies are employed 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 HTTP:URL=https://doi.org/10.1007/3-540-31307-9
件　名	LCSH:Computer science LCSH:Finance LCSH:Computer simulation LCSH:Social sciences -- Mathematics 全ての件名で検索 LCSH:Operations research LCSH:Application software FREE:Theory of Computation FREE:Financial Economics FREE:Computer Modelling FREE:Mathematics in Business, Economics and Finance FREE:Operations Research and Decision Theory FREE:Computer and Information Systems Applications
分　類	LCC:QA75.5-76.95 DC23:004.0151
書誌ID	EB00004121
ISBN	9783540313076