Heuristic Approach to Multivariate Inverse Prediction Problem using Data Reconciliation
نویسندگان
چکیده
منابع مشابه
a swift heuristic algorithm base on data mining approach for the Periodic Vehicle Routing Problem: data mining approach
periodic vehicle routing problem focuses on establishing a plan of visits to clients over a given time horizon so as to satisfy some service level while optimizing the routes used in each time period. This paper presents a new effective heuristic algorithm based on data mining tools for periodic vehicle routing problem (PVRP). The related results of proposed algorithm are compared with the resu...
متن کاملInverse Unfold Problem and Its Heuristic Solving
Unfold/fold transformations have been widely studied in various programming paradigms and are used in program transformations, theorem proving, and so on. This paper, by using an example, show that restoring an one-step unfolding is not easy, i.e., a challenging task, since some rules used by unfolding may be lost. We formalize this problem by regarding one-step program transformation as a rela...
متن کاملHeuristic Approach to Circuit Sizing Problem
Circuit sizing problem in application specific analog integrated circuit design is in most cases limited to setting MOSFET channel widths and lengths. It is usually performed by hand by an experienced human designer. As the circuit sizing is an optimization process by its nature, optimization methods could be used. They always lead to one of the minima of the cost function while eventual other ...
متن کاملAccuracy Improvement of Mood Disorders Prediction using a Combination of Data Mining and Meta-Heuristic Algorithms
Introduction: Since the delay or mistake in the diagnosis of mood disorders due to the similarity of their symptoms hinders effective treatment, this study aimed to accurately diagnose mood disorders including psychosis, autism, personality disorder, bipolar, depression, and schizophrenia, through modeling and analyzing patients' data. Method: Data collected in this applied developmental resear...
متن کاملDimensionality reduction approach to multivariate prediction
The authors consider dimensionality reduction methods used for prediction, such as reduced rank regression, principal component regression and partial least squares. They show how it is possible to obtain intermediate solutions by estimating simultaneously the latent variables for the predictors and for the responses. They obtain a continuum of solutions that goes from reduced rank regression t...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: MENDEL
سال: 2018
ISSN: 2571-3701,1803-3814
DOI: 10.13164/mendel.2018.1.071