Download the fantastic book titled Swarm Intelligence Methods for Statistical Regression written by Soumya Mohanty, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Swarm Intelligence Methods for Statistical Regression", which was released on 14 December 2018. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Business & Economics genre.
Summary of Swarm Intelligence Methods for Statistical Regression by Soumya Mohanty PDF
A core task in statistical analysis, especially in the era of Big Data, is the fitting of flexible, high-dimensional, and non-linear models to noisy data in order to capture meaningful patterns. This can often result in challenging non-linear and non-convex global optimization problems. The large data volume that must be handled in Big Data applications further increases the difficulty of these problems. Swarm Intelligence Methods for Statistical Regression describes methods from the field of computational swarm intelligence (SI), and how they can be used to overcome the optimization bottleneck encountered in statistical analysis. Features Provides a short, self-contained overview of statistical data analysis and key results in stochastic optimization theory Focuses on methodology and results rather than formal proofs Reviews SI methods with a deeper focus on Particle Swarm Optimization (PSO) Uses concrete and realistic data analysis examples to guide the reader Includes practical tips and tricks for tuning PSO to extract good performance in real world data analysis challenges
Detail About Swarm Intelligence Methods for Statistical Regression PDF
- Author : Soumya Mohanty
- Publisher : CRC Press
- Genre : Business & Economics
- Total Pages : 120 pages
- ISBN : 1351365037
- Release Date : 14 December 2018
- PDF File Size : 21,9 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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