Jussi Hakanen

26 papers A 1C 2Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
A surrogate-assisted a priori multiobjective evolutionary algorithm for constrained multiobjective optimization problems.
J. Glob. Optim.
Pouya Aghaei Pour, Jussi Hakanen, Kaisa Miettinen
2023 J jnl
Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems.
Evol. Comput.
Atanu Mazumdar, Manuel López-Ibáñez, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
2023 — ch.
Visualisation for Decision Support in Many-Objective Optimisation: State-of-the-art, Guidance and Future Directions.
Many-Criteria Optimization and Decision Analysis
Jussi Hakanen, David Gold, Kaisa Miettinen, Patrick M. Reed
2022 J jnl
Interactivized: Visual Interaction for Better Decisions With Interactive Multiobjective Optimization.
IEEE Access
Jussi Hakanen, Sanjin Rados, Giovanni Misitano, Bhupinder Singh Saini, Kaisa Miettinen, Kresimir Matkovic
2022 J jnl
Probabilistic Selection Approaches in Decomposition-Based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
2021 J jnl
Task-based visual analytics for interactive multiobjective optimization.
J. Oper. Res. Soc.
Jussi Hakanen, Kaisa Miettinen, Kresimir Matkovic
2020 — conf
A New Paradigm in Interactive Evolutionary Multiobjective Optimization.
PPSN (2)
Bhupinder Singh Saini, Jussi Hakanen, Kaisa Miettinen
2020 — conf
An Interactive Framework for Offline Data-Driven Multiobjective Optimization.
BIOMA
Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
2019 J jnl
A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms.
Soft Comput.
Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
2019 J jnl
An interactive surrogate-based method for computationally expensive multiobjective optimisation.
J. Oper. Res. Soc.
Mohammad Tabatabaei, Markus Hartikainen, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
2018 J jnl
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Tinkle Chugh, Yaochu Jin, Kaisa Miettinen, Jussi Hakanen, Karthik Sindhya
2018 — conf
Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based Surrogate in a Discrete Decision Space.
LOD
Jussi Hakanen, Jose Malmberg, Vesa Ojalehto, Kyle Eyvindson
2017 C conf
On Using Decision Maker Preferences with ParEGO.
EMO
Jussi Hakanen, Joshua D. Knowles
2016 — conf
Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms.
SSCI
Jussi Hakanen, Tinkle Chugh, Karthik Sindhya, Yaochu Jin, Kaisa Miettinen
2016 A conf
On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization.
PPSN
Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen, Yaochu Jin
2016 J jnl
Special issue on global optimization with multiple objectives.
J. Glob. Optim.
Kaisa Miettinen, Jussi Hakanen, Dmitry Podkopaev, Ingrida Steponavice
2015 — conf
An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems.
EMO (1)
Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
2014 J jnl
Coupling dynamic simulation and interactive multiobjective optimization for complex problems: An APROS-NIMBUS case study.
Expert Syst. Appl.
Karthik Sindhya, Vesa Ojalehto, Jouni Savolainen, Hannu Niemistö, Jussi Hakanen, Kaisa Miettinen
2013 J jnl
Genetic programming through bi-objective genetic algorithms with a study of a simulated moving bed process involving multiple objectives.
Appl. Soft Comput.
Brijesh Kumar Giri, Jussi Hakanen, Kaisa Miettinen, Nirupam Chakraborti
2013 J jnl
Incremental user-interface development for interactive multiobjective optimization.
Expert Syst. Appl.
Suvi Tarkkanen, Kaisa Miettinen, Jussi Hakanen, Hannakaisa Isomäki
2013 J jnl
Wastewater treatment plant design and operation under multiple conflicting objective functions.
Environ. Model. Softw.
Jussi Hakanen, Kristian Sahlstedt, Kaisa Miettinen
2011 J jnl
Wastewater treatment: New insight provided by interactive multiobjective optimization.
Decis. Support Syst.
Jussi Hakanen, Kaisa Miettinen, Kristian Sahlstedt
2010 J jnl
Pareto navigator for interactive nonlinear multiobjective optimization.
OR Spectr.
Petri Eskelinen, Kaisa Miettinen, Kathrin Klamroth, Jussi Hakanen
2009 — conf
09041 Working Group 4: MCDM and RIMO.
Hybrid and Robust Approaches to Multiobjective Optimization
Matthias Ehrgott, Jussi Hakanen, Hisao Ishibuchi, Andreas Löhne, Mariano Luque, Kaisa Miettinen, Wlodzimierz Ogryczak, Olexandr Romanko, Theodor J. Stewart, Andrzej P. Wierzbicki
2009 C conf
Comparison of MCDM and EMO Approaches in Wastewater Treatment Plan Design.
EMO
Jussi Hakanen, Timo Aittokoski
2009 — conf
Interactive poster: Interactive multiobjective optimization - a new application area for visual analytics.
IEEE VAST
Suvi Tarkkanen, Kaisa Miettinen, Jussi Hakanen