266 citations · 325 across the 16 of their papers we have counts for
10 papers · 1 filter
An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems
Abhiroop Ghosh, Kalyanmoy Deb, Erik Goodman +1
Experienced users often have useful knowledge and intuition in solving real-world optimization problems. User knowledge can be formulated as inter-variable relationships to assist…
pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python
Julian Blank, Kalyanmoy Deb
Significant effort has been made to solve computationally expensive optimization problems in the past two decades, and various optimization methods incorporating surrogates into op…
Analyzing Dominance Move (MIP-DoM) Indicator for Multi- and Many-objective Optimization
Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner +1
Dominance move (DoM) is a binary quality indicator that can be used in multi-objective and many-objective optimization to compare two solution sets obtained from different algorith…
Image-Based Benchmarking and Visualization for Large-Scale Global Optimization
Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan +1
In the context of optimization, visualization techniques can be useful for understanding the behaviour of optimization algorithms and can even provide a means to facilitate human i…
Evolutionary Multi Objective Optimization Algorithm for Community Detection in Complex Social Networks
Shaik Tanveer ul Huq, Vadlamani Ravi, Kalyanmoy Deb
Most optimization-based community detection approaches formulate the problem in a single or bi-objective framework. In this paper, we propose two variants of a three-objective form…
A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief Problem
Jonatas B. C. Chagas, Julian Blank, Markus Wagner +2
In this paper, we propose a method to solve a bi-objective variant of the well-studied Traveling Thief Problem (TTP). The TTP is a multi-component problem that combines two classic…