Jussi Hakanen

According to our database, Jussi Hakanen authored at least 24 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems.

Atanu Mazumdar, Manuel López-Ibáñez, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen

Evol. Comput., 2023

2022

Probabilistic Selection Approaches in Decomposition-Based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization.

Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen

IEEE Trans. Evol. Comput., 2022

Interactivized: Visual Interaction for Better Decisions With Interactive Multiobjective Optimization.

Jussi Hakanen, Sanjin Rados, Giovanni Misitano, Bhupinder Singh Saini, Kaisa Miettinen, Kresimir Matkovic

IEEE Access, 2022

2021

Task-based visual analytics for interactive multiobjective optimization.

Jussi Hakanen, Kaisa Miettinen, Kresimir Matkovic

J. Oper. Res. Soc., 2021

2020

A New Paradigm in Interactive Evolutionary Multiobjective Optimization.

Bhupinder Singh Saini, Jussi Hakanen, Kaisa Miettinen

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

An Interactive Framework for Offline Data-Driven Multiobjective Optimization.

Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020

2019

A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms.

Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen

Soft Comput., 2019

An interactive surrogate-based method for computationally expensive multiobjective optimisation.

Mohammad Tabatabaei, Markus Hartikainen, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen

J. Oper. Res. Soc., 2019

2018

A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.

Tinkle Chugh, Yaochu Jin, Kaisa Miettinen, Jussi Hakanen, Karthik Sindhya

IEEE Trans. Evol. Comput., 2018

Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based Surrogate in a Discrete Decision Space.

Jussi Hakanen, Jose Malmberg, Vesa Ojalehto, Kyle Eyvindson

Proceedings of the Machine Learning, Optimization, and Data Science, 2018

2017

On Using Decision Maker Preferences with ParEGO.

Jussi Hakanen, Joshua D. Knowles

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016

Special issue on global optimization with multiple objectives.

Kaisa Miettinen, Jussi Hakanen, Dmitry Podkopaev, Ingrida Steponavice

J. Glob. Optim., 2016

Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms.

Jussi Hakanen, Tinkle Chugh, Karthik Sindhya, Yaochu Jin, Kaisa Miettinen

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization.

Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen, Yaochu Jin

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

2015

An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems.

Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014

Coupling dynamic simulation and interactive multiobjective optimization for complex problems: An APROS-NIMBUS case study.

Karthik Sindhya, Vesa Ojalehto, Jouni Savolainen, Hannu Niemistö, Jussi Hakanen, Kaisa Miettinen

Expert Syst. Appl., 2014

2013

Incremental user-interface development for interactive multiobjective optimization.

Suvi Tarkkanen, Kaisa Miettinen, Jussi Hakanen, Hannakaisa Isomäki

Expert Syst. Appl., 2013

Wastewater treatment plant design and operation under multiple conflicting objective functions.

Jussi Hakanen, Kristian Sahlstedt, Kaisa Miettinen

Environ. Model. Softw., 2013

Genetic programming through bi-objective genetic algorithms with a study of a simulated moving bed process involving multiple objectives.

Brijesh Kumar Giri, Jussi Hakanen, Kaisa Miettinen, Nirupam Chakraborti

Appl. Soft Comput., 2013

2011

Wastewater treatment: New insight provided by interactive multiobjective optimization.

Jussi Hakanen, Kaisa Miettinen, Kristian Sahlstedt

Decis. Support Syst., 2011

2010

Pareto navigator for interactive nonlinear multiobjective optimization.

Petri Eskelinen, Kaisa Miettinen, Kathrin Klamroth, Jussi Hakanen

OR Spectr., 2010

2009

Interactive poster: Interactive multiobjective optimization - a new application area for visual analytics.

Suvi Tarkkanen, Kaisa Miettinen, Jussi Hakanen

Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Comparison of MCDM and EMO Approaches in Wastewater Treatment Plan Design.

Jussi Hakanen, Timo Aittokoski

Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

09041 Working Group 4: MCDM and RIMO.

Matthias Ehrgott, Jussi Hakanen, Hisao Ishibuchi, Andreas Löhne, Mariano Luque, Kaisa Miettinen, Wlodzimierz Ogryczak, Olexandr Romanko, Theodor J. Stewart, Andrzej P. Wierzbicki

Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009