Multiobjective evolutionary algorithms: A survey of the state of the art

A Zhou, BY Qu, H Li, SZ Zhao, PN Suganthan… - Swarm and evolutionary …, 2011 - Elsevier
A multiobjective optimization problem involves several conflicting objectives and has a set of
Pareto optimal solutions. By evolving a population of solutions, multiobjective evolutionary …

Multiobjective optimization in bioinformatics and computational biology

J Handl, DB Kell, J Knowles - IEEE/ACM Transactions on …, 2007 - ieeexplore.ieee.org
This paper reviews the application of multiobjective optimization in the fields of
bioinformatics and computational biology. A survey of existing work, organized by …

Optimization of hydropower reservoirs operation balancing generation benefit and ecological requirement with parallel multi-objective genetic algorithm

Z Feng, W Niu, C Cheng - Energy, 2018 - Elsevier
Recently, with increasing attention paid to energy production and ecological protection, the
hydropower reservoirs operation balancing generation benefit and ecological requirement is …

Multiobjective optimization immune algorithm in dynamic environments and its application to greenhouse control

Z Zhang - Applied Soft Computing, 2008 - Elsevier
A novel multiobjective optimization immune algorithm in dynamic environments, as
associated with Pareto optimality and immune metaphors of germinal center in the immune …

A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors

Z Al Ani, AM Gujarathi, AH Al-Muhtaseb - Artificial Intelligence Review, 2023 - Springer
Chemical reactors are employed to produce several materials, which are utilized in
numerous applications. The wide use of these chemical engineering units shows their …

A framework for multi-stakeholder decision-making and conflict resolution

AW Dowling, G Ruiz-Mercado, VM Zavala - Computers & Chemical …, 2016 - Elsevier
We propose a decision-making framework to compute compromise solutions that balance
conflicting priorities of multiple stakeholders on multiple objectives. In our setting, we shape …

Robust multi-objective optimal control of uncertain (bio) chemical processes

F Logist, B Houska, M Diehl, JF Van Impe - Chemical engineering science, 2011 - Elsevier
Dynamic optimization or optimal control problems are omnipresent in the (bio) chemical
industry. In addition, these problems often involve multiple and conflicting objectives …

Artificial immune system in dynamic environments solving time-varying non-linear constrained multi-objective problems

Z Zhang, S Qian - Soft Computing, 2011 - Springer
A bio-inspired artificial immune system is developed to track dynamically the Pareto fronts of
time-varying constrained multi-objective problems with changing variable dimensions. It …

Multi-criteria decision approach to design a vacuum infusion process layout providing the polymeric composite part quality

S Shevtsov, I Zhilyaev, SH Chang, JK Wu, N Snezhina - Polymers, 2022 - mdpi.com
The increasingly widespread use of vacuum assisted technologies in the manufacture of
polymer-composite structures does not always provide the required product quality and …

Pareto front of ideal Petlyuk sequences using a multiobjective genetic algorithm with constraints

C Gutiérrez-Antonio, A Briones-Ramírez - Computers & Chemical …, 2009 - Elsevier
Petlyuk sequences are a very promissory option to reduce energy consumption and capital
costs in distillation. The optimal design of Petlyuk sequence implies determining 8 integers …