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8 Karhunen-Loève Expansion
In the following, second order stochastic processes are considered, i.e. random functions x(t) satisfying E{x(t)2}<∞,... -
13 Random Vibrations of Multi-Story Structures
The procedure described in Sec.11 is now applied to both a multi degree of freedom system (12-story building, 36 degrees of freedom) and a large... -
1 Objectives
Complex deterministic systems under deterministic loading are generally analyzed by the finite element method. This is mainly due to the most... -
B Lyapunov Matrix Differential Equation
The state space equation of the system defined in (6.18) is given by, see e.g. [91],... -
Methodology
Chapter three of the book describes the methodological framework laying out the system’s architecture and the data processing pipeline from... -
System Validation
This chapter presents the validation of the investment strategy developed in the book. It carefully examines the performance of the ensemble method... -
Conclusion
The final chapter summarizes the research results, highlighting that the ensemble method outperforms both individual models and the S&P 500 index... -
Introduction
This book offers a new investment strategy that involves identifying “Outperforming” and “Underperforming” stocks from the S &P 500 index based on an... -
State-of-the-Art
The second chapter presents a holistic review of the fundamental concepts and literature that are prerequisites for the main research. It starts with... -
A Brief Review of Bilevel Optimization Techniques and Their Applications
Bilevel optimization is an area of applied mathematics that deals with hierarchical decision-making processes, where a decision at one level affects... -
Optimization of Concrete Chimneys Considering Random Underground Blast and Temperature Effects
Generally, design of concrete chimney is accomplished considering wind or earthquake loadings disregarding the blast effects. However, in recent... -
Optimization and Machine Learning Algorithms for Intelligent Microwave Sensing: A Review
Microwave sensors find growing applications in remote sensing, material analysis, and process monitoring. Yet, the intricate interplay between... -
Deep Learning in Stock Market: Techniques, Purpose, and Challenges
In recent years, deep learning has witnessed a growing interest due to its ability to solve complex problems and offer accurate results. It has found... -
Solving Crop** Pattern Optimization Problems Using Robust Positive Mathematical Programming
Agricultural activities occur in an environment that is constantly changing. In each crop** season, farmers must make management decisions based on... -
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Three Levels of Security Including Scrambling, Encryption and Embedding Data as Row in Cover Image with DNA Reference Sequence
Data security has become a more important and pressing issue as a result of the growing use of computers in everyday life and the unchecked growth of... -
Blockchain and IPFS-Based Solution for KYC
We use a centralised financial system in India. The ‘Know Your Customer’ (KYC) process, which requires customers to update their credentials, has...