Povej prijatelju o tem izdelku:
Applied Genetic Programming and Machine Learning Hitoshi Iba 1. izdaja
Kaj pravijo naše stranke:
Na voljo tudi kot:
Applied Genetic Programming and Machine Learning
Hitoshi Iba
What do financial data prediction, day-trading rule development, and bio-marker selection have in common? They are just a few of the tasks that could potentially be resolved with genetic programming and machine learning techniques. Written by leaders in this field, Applied Genetic Programming and Machine Learning delineates the extension of Genetic Programming (GP) for practical applications.
Reflecting rapidly developing concepts and emerging paradigms, this book outlines how to use machine learning techniques, make learning operators that efficiently sample a search space, navigate the search process through the design of objective fitness functions, and examine the search performance of the evolutionary system. It provides a methodology for integrating GP and machine learning techniques, establishing a robust evolutionary framework for addressing tasks from areas such as chaotic time-series prediction, system identification, financial forecasting, classification, and data mining.
The book provides a starting point for the research of extended GP frameworks with the integration of several machine learning schemes. Drawing on empirical studies taken from fields such as system identification, finanical engineering, and bio-informatics, it demonstrates how the proposed methodology can be useful in practical inductive problem solving.
349 pages
| Medij | Knjige Paperback Book (Knjiga z mehkimi platnicami in lepljenim hrbtom) |
| Izdano | 10. oktobra 2019 |
| ISBN13 | 9780367385279 |
| Založniki | Taylor & Francis Ltd |
| Strani | 349 |
| Dimenzije | 365 × 156 × 21 mm · 596 g |
| Jezik | Angleščina |
Več od Hitoshi Iba
Prikaži vse![Cover for Hitoshi Iba · Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks (Paperback Book) [Softcover Reprint of the Original 1st 2018 edition] (2019)](https://imusic.b-cdn.net/images/item/original/582/9789811343582.jpg?hitoshi-iba-2019-evolutionary-approach-to-machine-learning-and-deep-neural-networks-neuro-evolution-and-gene-regulatory-networks-paperback-book&class=scaled&v=1608851855)
![Cover for Hitoshi Iba · Practical Applications of Evolutionary Computation to Financial Engineering: Robust Techniques for Forecasting, Trading and Hedging - Adaptation, Learning, and Optimization (Paperback Book) [Softcover reprint of the original 1st ed. 2012 edition] (2016)](https://imusic.b-cdn.net/images/item/original/222/9783662520222.jpg?hitoshi-iba-2016-practical-applications-of-evolutionary-computation-to-financial-engineering-robust-techniques-for-forecasting-trading-and-hedging-adaptation-learning-and-optimization-paperback-book&class=scaled&v=1603941799)
Mere med samme udgiver
Ogled vseh Hitoshi Iba ( Na primer Hardcover Book in Paperback Book )