MULTI-OBJECTIVE OPTIMIZATION<br> Techniques and Applications in Chemical Engineering

MULTI-OBJECTIVE OPTIMIZATION
Techniques and Applications in Chemical Engineering
(with CD-ROM)

CONTENTS


FRONT MATTER	i
Introduction Gade Pandu Rangaiah	1
Multi-Objective Optimization Applications in Chemical Engineering Masuduzzaman and G. P. Rangaiah	27
Multi-Objective Evolutionary Algorithms: A Review of the State-of-the-Art and some of their Applications in Chemical Engineering Antonio López Jaimes and Carlos A. Coello Coello	61
Multi-Objective Genetic Algorithm and Simulated Annealing with the Jumping Gene Adaptations Manojkumar Ramteke and Santosh K. Gupta	91
Surrogate Assisted Evolutionary Algorithm for Multi-Objective Optimization Tapabrata Ray, Amitay Isaacs and Warren Smith	131
Why Use Interactive Multi-Objective Optimization in Chemical Process Design? Kaisa Miettinen and Jussi Hakanen	153
Net Flow and Rough Sets: Two Methods for Ranking the Pareto Domain Jules Thibault	189
Multi-Objective Optimization of Multi-Stage Gas-Phase Refrigeration Systems Nipen M. Shah, Gade Pandu Rangaiah and Andrew F. A. Hoadley	237
Feed Optimization for Fluidized Catalytic Cracking using a Multi-Objective Evolutionary Algorithm Kay Chen Tan, Ko Poh Phang and Ying Jie Yang	277
Optimal Design of Chemical Processes for Multiple Economic and Environmental Objectives Elaine Su-Qin Lee, Gade Pandu Rangaiah and Naveen Agrawal	301
Multi-Objective Emergency Response Optimization Around Chemical Plants Paraskevi S. Georgiadou, Ioannis A. Papazoglou, Chris T. Kiranoudis and Nikolaos C. Markatos	339
Array Informatics using Multi-Objective Genetic Algorithms: From Gene Expressions to Gene Networks Sanjeev Garg	363
Optimization of a Multi-Product Microbial Cell Factory for Multiple Objectives – A Paradigm for Metabolic Pathway Recipe Fook Choon Lee, Gade Pandu Rangaiah and Dong-Yup Lee	401
BACK MATTER	429
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