SOC Functions and Their Applications is popular PDF and ePub book, written by Jein-Shan Chen in 2019-02-11, it is a fantastic choice for those who relish reading online the Business & Economics genre. Let's immerse ourselves in this engaging Business & Economics book by exploring the summary and details provided below. Remember, SOC Functions and Their Applications can be Read Online from any device for your convenience.
SOC Functions and Their Applications Book PDF Summary
This book covers all of the concepts required to tackle second-order cone programs (SOCPs), in order to provide the reader a complete picture of SOC functions and their applications. SOCPs have attracted considerable attention, due to their wide range of applications in engineering, data science, and finance. To deal with this special group of optimization problems involving second-order cones (SOCs), we most often need to employ the following crucial concepts: (i) spectral decomposition associated with SOCs, (ii) analysis of SOC functions, and (iii) SOC-convexity and -monotonicity. Moreover, we can roughly classify the related algorithms into two categories. One category includes traditional algorithms that do not use complementarity functions. Here, SOC-convexity and SOC-monotonicity play a key role. In contrast, complementarity functions are employed for the other category. In this context, complementarity functions are closely related to SOC functions; consequently, the analysis of SOC functions can help with these algorithms.
Detail Book of SOC Functions and Their Applications PDF
- Author : Jein-Shan Chen
- Release : 11 February 2019
- Publisher : Springer
- ISBN : 9789811340772
- Genre : Business & Economics
- Total Page : 206 pages
- Language : English
- PDF File Size : 11,5 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book SOC Functions and Their Applications by Jein-Shan Chen, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.