Operations Research: The Theory for Regression and SVM
The theory of Operations Research has been used to develop models in many fields like statistics and machine...
Lagrangian Duality and KKT Condition
In the case of unconstrained non-linear programs, we may determine whether the objective function is convex and then...
Convex Analysis
Compared with linear programs, non-linear programs (NLPs) are much more difficult to solve. In an NLP, a local...
My 129th certificate from Coursera
Packet Switching Networks and Algorithms University of Colorado System Since the emergence of cloud computing the late 1990s,...
Routing in Packet Networks
A packet switch network provides communication services among multiple nodes/routers. There are usually multiple route/path from one node/router...
My 128th certificate from Coursera
Federal Taxation II: Property Transactions of Business Owners and Shareholders University of Illinois at Urbana-Champaign As individual or...
Character of Gains and Losses, and The Netting Process
Recall there are a few key items when evaluating a property transaction: Also recall the holding period of...
Minimum Cost Network Flow
Network flow models are one specific format of mathematical programs. These are used to study operations that are...
Federal Taxation: Special Gain and Loss Provisions
In the last post, we looked at two major non-taxable exchanges: like-kind exchanges and involuntary conversions. In those...
Frame Switching and Packet Switching
There are several ways of interconnecting networks, at different layers, there are different types of devices: Layers Devices...
Sensitivity Analysis and Dual Simplex Method
Previously, we mentioned that an sensitivity analysis tool called Shadow Price is helpful to evaluate the impact of...
My 11th specialization certificate from Coursera
Accelerated Computer Science Fundamentals University of Illinois at Urbana-Champaign In recent years, cloud-native is hot and trending. I...
My 127th certificate from Coursera
Unordered Data Structures University of Illinois at Urbana-Champaign This is the 3rd course in the specialization, let’s put...
Gains, Losses, and Non-Taxable Transactions
Overview of Gains and Losses At a very high level, it’s important to be able to calculate the...
Banking as Market Making
Funding liquidity is the ability to raise money. Market liquidity, on the other side, is the ability to...