CHE657: Process Analysis and Modeling II

Academic Year 2018 - Semester II

Instructor: Dr. Hong-ming Ku

Teaching Assistant: To be announced

The course is divided into 2 parts:

1. Fundamentals of optimization

2. Design projects

                        The CHE657 course syllabus here.

                        The optimization textbook by Edgar and Himmelblau

                        The six CHE657 design teams and their student members here.

 

                        The Booklet on Design Project Report Writing

Homework Assignments and Their Due Dates

                        The Exercise Problems here.

 

   There is a total of 5 homework sets assigned, each worth 100 points:

                        Homework Set 1 (due - ??): #1, #3, #5, #7, #10, and #12             

                        Homework Set 2 (due - ??): #18, #20, and #21 (a), (c), (g), (h), (n)           

                        Homework Set 3 (due - ??): #24, #25, #27, #30, and #33                    

                        Homework Set 4 (due - ??): #38, #39, #42, #43, and #44          

                        Homework Set 5 (due - ??): #47, #50, #52, #54, #59, and #62           

Timetable of Oral Presentations

Proposal Presentations – Thursday February 21, 9:00 am
Progress I Presentations - Thursday March 14, 9:00 am
Progress II Presentations – Thursday April 4, 9:00 am
Final Presentations – Thursday April 25 or May 2, 9:00 am (to be confirmed)

References & Papers of the 6 Design Projects (Downloadable)

Common Problem Statement: Using Metaheuristic Algorithms to Solve Complex  Chemical Engineering Optimization Problems 

Project 1: Biogeography-Based Optimization Algorithm (BBO) - Reference 1, Reference 2, and Reference 3

Project 2: Flower Pollination Algorithm (FPA) - Reference 1 and Reference 2

Project 3: Krill Herd Optimization Algorithm (KH) - Reference 1 and Reference 2

Project 4: Population-Based Incremental Learning Algorithm (PBIL) - Reference 1

Project 5: Sine Cosine Algorithm (SCA) - Reference 1

Project 6: Water Cycle Algorithm (WCA) - Reference 1, Reference 2, and Reference 3

Other References:

1. A Brief Review of Nature-Inspired Algorithms for Optimization by Fister Jr. et. al.

2. Advanced Optimization by Nature-Inspired Algorithms, Edited by Omid Bozorg-Haddad

3. Handbook of Metaheuristics by Gendreau & Potvin

4. Handbook of Metaheuristics by Glover & Kochenberger

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126 Pracha-utid Road, Bangmod, Thoongkru, Bangkok 10140, Tel: 02-470-9611, 02-470-9616, Fax: 02-872-9118

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