COMPUTERIZED INVESTOR ADVISEMENT AND INVESTMENT MANAGEMENT SYSTEM

Patent №

US 8,554,656

Granted

2013-10-08

Filed 2011

Owner

ENVARIX SYSTEMS INC.

+1 more

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13314132

A system and method for evaluating, substituting and optimizing investment asset portfolios based on performance history to facilitate the investment process. An analyzed investment portfolio is compared to a dynamically composed reference portfolio of exchange-traded products whose periodic returns best approximate periodic returns of the analyzed portfolio. Excess periodic returns of the analyzed portfolio over those of the reference portfolio are discounted in time by a risk-adjusted rate, and the resulting normalized measure is used to rate and rank the analyzed portfolios. The analyzed portfolio is substituted with the reference portfolio through a periodic execution of adjustment trades in the latter, so that returns are closely tracked over time. The analyzed portfolio is optimized by using a lag fit of the reference portfolio, which smoothes out suboptimal market timing and macro-based investment decisions of the analyzed portfolio manager.

AI classification

Planning1.00
Machine learning0.98
Knowledge representation0.86
Evolutionary computation0.03
Natural language0.00
AI hardware0.00
Speech0.00
Vision0.00

Ownership

ENVARIX SYSTEMS INC.

assignment · 307090356

KOTELBA, MAREK R

assignment · 514230453

Assignors

KOTELBA, MAREK R.

On an employer assignment, the assignors are typically the inventors.

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