Development of SDS2: Smart Discovery System for Simultaneous Equation Systems
نویسندگان
چکیده
SDS2 is a system to discover and identify the quantitative model consisting of simultaneous equations re ecting the rst principles underlying the objective process through experiments. It consists of SSF and SDS, where the former is to discover the structure of the simultaneous equations and the latter to discover a quantitative formula of each complete equation. The power of SDS2 comes from the use of the complete subset structure in a set of simultaneous equations, the scale-types of the measurement data and the mathematical property of identity by which to constrain the admissible solutions. The basic principles, algorithms and implementation of SDS2 are described, and its e ciency and practicality are demonstrated and discussed with large scale working examples. This work is to promote the research of scienti c discovery to a novel and promising direction, since the conventional equation discovery systems could not handle such a simultaneous equation process in a highly e cient manner.
منابع مشابه
Multiple Response Optimization with Probabilistic Covariates Using Simultaneous Equation Systems (Quality Engineering Conference Paper)
control of production processes in an industrial environment needs the correct setting of input factors, so that output products with desirable characteristics will be resulted at minimum cost. Moreover, such systems havetomeetset of qualitycharacteristicstosatisfycustomer requirements.Identifyingthemosteffectivefactorsindesignoftheprocesswhichsupportcontinuousandcontinualimprovement isrecently...
متن کامل***Removed from the Issue*** Application of Cell-Based Assay Systems for the Early Screening of Human Drug Hepatotoxicity in the Discovery Phase of Drug Development
متن کامل
Withdrawing of Article ''Application of Cell-Based Assay Systems for the Early Screening of Human Drug Hepatotoxicity in the Discovery Phase of Drug Development''
متن کامل
Systematic integrated approach to quantifying preventive diagnostics in a “smart” transport system
One of the main tasks facing all European countries for the next few years is the creation of the most dynamically organized transport sector. The constant passenger and freight traffic lead to congestions and pollutions at the transport highways, having negative impact on a person. Thus, introduction of new technologies, addressing the interrelated problems of optimizing transport flows and im...
متن کاملInvestigation Interaction between Exchange Rate and Stock Market in Iran: A Simultaneous Equation System Approach
In recent years, the development of Securities markets has contributed greatly to the flourishing and development of countries. Having a structured and dynamic capital market has been one of the basic requirements of countries on the path of development, and the role of this market in creating economic equilibrium is known to everyone. Therefore, explaining the volatility of the stock market is...
متن کامل