Development of a Kriging-based Metamodel for Global Optimization

ISBN-13: 9783659543326 / Angielski / Miękka / 2014 / 104 str.

Johar Daudi

Opis

Global Optimization is a mathematical tool to find the best possible solution for non linear system being used in different fields of life. Sometimes the cost and complexity associated with the optimization algorithms increases with increasing the complexity of the desired optimization problem. Engineering community is using such Meta Modeling techniques in design problems to replace the system function with an appropriate surrogate model improve the efficiency in simulation and optimization. This research study shows development and implementation of a Meta Model and its utilization for Global Optimization.

O autorze

My master s studies in the Space Mission Analysis & Design from University of Glasgow were focused on the fundamental principles of space mission design, spacecraft dynamics, spacecraft system and space flight dynamics. Whereas; My master s research was based on model based optimization where I developed global optimization software.