Visualization of Pareto front approximations in evolutionary multiobjective optimization: A critical review and the prosection method

T Tušar, B Filipič - IEEE Transactions on Evolutionary …, 2014 - ieeexplore.ieee.org
In evolutionary multiobjective optimization, it is very important to be able to visualize
approximations of the Pareto front (called approximation sets) that are found by …

A new graphical visualization of n-dimensional Pareto front for decision-making in multiobjective optimization

X Blasco, JM Herrero, J Sanchis, M Martínez - Information Sciences, 2008 - Elsevier
New challenges in engineering design lead to multiobjective (multicriteria) problems. In this
context, the Pareto front supplies a set of solutions where the designer (decision-maker) has …

Multi-objective optimized genomic breeding strategies for sustainable food improvement

D Akdemir, W Beavis, R Fritsche-Neto, AK Singh… - Heredity, 2019 - nature.com
The purpose of breeding programs is to obtain sustainable gains in multiple traits while
controlling the loss of genetic variation. The decisions at each breeding cycle involve …

Aggregation trees for visualization and dimension reduction in many-objective optimization

ARR de Freitas, PJ Fleming, FG Guimaraes - Information Sciences, 2015 - Elsevier
This paper introduces the concept of Aggregation Trees for the visualization of the results of
high-dimensional multi-objective optimization problems, or many-objective problems and as …

Pareto optimal robust design of fractional-order PID controllers for systems with probabilistic uncertainties

A Hajiloo, N Nariman-Zadeh, A Moeini - Mechatronics, 2012 - Elsevier
In this paper, a multi-objective optimization approach is used for Pareto optimum design of
robust integer-order and fractional-order PID controllers for both integer-order and fractional …

Reliable, robust, and resilient system design framework with application to wastewater-treatment plant control

C Sweetapple, G Fu, D Butler - Journal of Environmental …, 2017 - ascelibrary.org
This paper presents a framework for reliable, robust, and resilient system design, addressing
the need for acceptable performance not only to be provided under expected conditions, but …

A taxonomy of methods for visualizing pareto front approximations

B Filipič, T Tušar - Proceedings of the genetic and evolutionary …, 2018 - dl.acm.org
In multiobjective optimization, many techniques are used to visualize the results, ranging
from traditional general-purpose data visualization techniques to approaches tailored to the …

iFEED: Interactive feature extraction for engineering design

H Bang, D Selva - International Design Engineering …, 2016 - asmedigitalcollection.asme.org
One of the major challenges faced by the decision maker in the design of complex
engineering systems is information overload. When the size and dimensionality of the data …

2D decision-making for multicriteria design optimization

A Engau, MM Wiecek - Structural and Multidisciplinary Optimization, 2007 - Springer
The high dimensionality encountered in engineering design optimization due to large
numbers of performance criteria and specifications leads to cumbersome and sometimes …

Hyper-Radial Visualization (HRV) method with range-based preferences for multi-objective decision making

PW Chiu, CL Bloebaum - Structural and Multidisciplinary Optimization, 2010 - Springer
A visualization-based methodology is developed in which a Hyperspace Pareto Frontier
(HPF) can be represented for design concept selection. The new approach is termed the …