CHE 5480
NOVEL OPTIMIZATION METHODS IN ENGINEERING
SPRING 2011
School of Chemical, Biological and Materials Engineering
Instructor: Professor Miguel J. Bagajewicz
Lectures
Mathematical Summary
Optimization of Chemical Processes (Edgar-Himmelblau and Lasdon)-Second Edition (2001)-McGraw Hill:
Chapter 4
,
Chapter 5
,
Chapter 6
,
Chapter 7
and
Chapter 8
.
GAMS TUTORIAL
Nonlinear and Mixed-Integer Optimization (C. Floudas) (1995)-Oxford:
Chapter 4
,
Chapter 5
Gomory Cuts-The how and the Why
.
Nonlinear Programming(M. Bazaraa) (1993)-Wiley:
Lagrangian Dual
.
Nonlinear and Mixed-Integer Optimization (C. Floudas) (1995)-Oxford:
Chapter 6-Benders Decomposition
,
Chapter 6-Outer Approximation
Powerpoint Presentation:
Global Optimization by Bound Contraction
Reformulation: Sourlas and Manousiouthakis.
A Global Optimization approach to Rational Programming
.
Faria D. and M. Bagajewicz.
Novel Bound Contraction Procedure for Global Optimization of Bilinear MINLP Problems with Applications to Water and Pooling Problems
. Computers and Chemical Engineering. Vol 35 pp. 446–455 (2011).
Faria D. and M. Bagajewicz.
Global Optimization of Nonconvex MINLP Problems by Domain and Image Partitioning: Applications to Heat Exchanger Networks
.
Computers and Chemical Engineering.
Ryoo and Sahinidis.
BARON
.
Computers and Chemical Engineering.
Adjiman et al.
Alfa-bb
.
Computers and Chemical Engineering.
Genetic Algorithms
.
Homework
Assignment 1
Solution:
GAMS for problem 1
Assignment 2
Assignment 3
Assignment 4
Assignment 5