DESDEO: The modular and open source framework for interactive multiobjective optimization

G Misitano, BS Saini, B Afsar, B Shavazipour… - IEEE …, 2021 - ieeexplore.ieee.org
Interactive multiobjective optimization methods incorporate preferences from a human
decision maker in the optimization process iteratively. This allows the decision maker to …

Interactivized: Visual interaction for better decisions with interactive multiobjective optimization

J Hakanen, S Radoš, G Misitano, BS Saini… - IEEE …, 2022 - ieeexplore.ieee.org
In today's data-driven world, decision makers are facing many conflicting objectives. Since
there is usually no solution that optimizes all objectives simultaneously, the aim is to identify …

Visualisation for decision support in many-objective optimisation: State-of-the-art, guidance and future directions

J Hakanen, D Gold, K Miettinen, PM Reed - Many-Criteria Optimization …, 2023 - Springer
This chapter describes the state-of-the-art in visualisation for decision support processes in
problems with many objectives. Visualisation is an important part of a constructive decision …

[HTML][HTML] Integration of lot sizing and safety strategy placement using interactive multiobjective optimization

A Kania, J Sipilä, G Misitano, K Miettinen… - Computers & Industrial …, 2022 - Elsevier
We address challenges of unpredicted demand and propose a multiobjective optimization
model to integrate a lot sizing problem with safety strategy placement and optimize …

Novel strategies for data-driven evolutionary optimization

S Roy, N Chakraborti - … Sciences and Artificial Intelligence in Industry: New …, 2022 - Springer
Novel learning algorithms like Evolutionary Neural Net (EvoNN), Bi-objective Genetic
Programming (BioGP), and Evolutionary Deep Neural Net (EvoDN2) developed in our …

Nautilus: An Interactive Plug-and-Play Search-Based Software Engineering Framework

T Ferreira, SR Vergilio, M Kessentini - IEEE Software, 2020 - ieeexplore.ieee.org
Nautilus: An Interactive Plug- and-Play Search- Based Software Engineering Framework Page
1 0740-7459/21©2021IEEE SEPTEMBER/OCTOBER 2021 | IEEE SOFTWARE 73 FOCUS …

Developing a set of scales to assess interactive multiobjective optimisation methods

S Tulenvuo - 2024 - jyx.jyu.fi
Monitavoiteoptimointi on ongelmanratkaisua, jossa tulee yhtäaikaisesti ottaa huomioon
useampi keskenään ristiriidassa oleva tavoitefunktio. Monitavoi-teoptimoinnin ongelmiin on …

Preference-based Evolutionary Multiobjective Optimization: Methods, Performance Indicators, and Applications

P Aghaei Pour - JYU dissertations, 2022 - jyx.jyu.fi
Monitavoiteoptimointiongelmissa optimoidaan useita ristiriitaisia tavoitefunktioita
samanaikaisesti. Ristiriitaisuuden vuoksi niillä on useita ns. Pareto-optimaalisia ratkaisuja …

[PDF][PDF] Abordagens multiobjetivo para alguns problemas de localização de facilidades

MVO Camara - 2021 - researchgate.net
Agradeço primeiramente a Deus, pelo dom da vida. Aos meus pais, Ringo e Marta, pelo
amor incondicional. Meus exemplos de vida, alicerces da minha vida pessoal e profissional …

Developing interactive data visualizations for web UIs

M Alaoutinen - 2021 - jyx.jyu.fi
This thesis tackles the problem of developing interactive data visualization components that
can be used in client-side web applications. The components are designed to be used in the …