Jussi Hakanen

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 14

Top Topics

Cooperative Coevolution

Multiobjective Evolutionary Algorithms

Multiple Objectives

Top Venues

J. Oper. Res. Soc.

IEEE Trans. Evol. Comput.

J. Glob. Optim.

Publications

Atanu Mazumdar, Manuel López-Ibáñez, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems. Evol. Comput. 31 (4) (2023)
Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
Probabilistic Selection Approaches in Decomposition-Based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization. IEEE Trans. Evol. Comput. 26 (5) (2022)
Jussi Hakanen, Sanjin Rados, Giovanni Misitano, Bhupinder Singh Saini, Kaisa Miettinen, Kresimir Matkovic
Interactivized: Visual Interaction for Better Decisions With Interactive Multiobjective Optimization. IEEE Access 10 (2022)
Jussi Hakanen, Kaisa Miettinen, Kresimir Matkovic
Task-based visual analytics for interactive multiobjective optimization. J. Oper. Res. Soc. 72 (9) (2021)
Bhupinder Singh Saini, Jussi Hakanen, Kaisa Miettinen
A New Paradigm in Interactive Evolutionary Multiobjective Optimization. PPSN (2) (2020)
Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
An Interactive Framework for Offline Data-Driven Multiobjective Optimization. BIOMA (2020)
Mohammad Tabatabaei, Markus Hartikainen, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
An interactive surrogate-based method for computationally expensive multiobjective optimisation. J. Oper. Res. Soc. 70 (6) (2019)
Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms. Soft Comput. 23 (9) (2019)
Jussi Hakanen, Jose Malmberg, Vesa Ojalehto, Kyle Eyvindson
Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based Surrogate in a Discrete Decision Space. LOD (2018)
Tinkle Chugh, Yaochu Jin, Kaisa Miettinen, Jussi Hakanen, Karthik Sindhya
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. IEEE Trans. Evol. Comput. 22 (1) (2018)
Jussi Hakanen, Joshua D. Knowles
On Using Decision Maker Preferences with ParEGO. EMO (2017)
Kaisa Miettinen, Jussi Hakanen, Dmitry Podkopaev, Ingrida Steponavice
Special issue on global optimization with multiple objectives. J. Glob. Optim. 64 (1) (2016)
Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen, Yaochu Jin
On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization. PPSN (2016)
Jussi Hakanen, Tinkle Chugh, Karthik Sindhya, Yaochu Jin, Kaisa Miettinen
Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms. SSCI (2016)
Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems. EMO (1) (2015)
Karthik Sindhya, Vesa Ojalehto, Jouni Savolainen, Hannu Niemistö, Jussi Hakanen, Kaisa Miettinen
Coupling dynamic simulation and interactive multiobjective optimization for complex problems: An APROS-NIMBUS case study. Expert Syst. Appl. 41 (5) (2014)
Suvi Tarkkanen, Kaisa Miettinen, Jussi Hakanen, Hannakaisa Isomäki
Incremental user-interface development for interactive multiobjective optimization. Expert Syst. Appl. 40 (8) (2013)
Brijesh Kumar Giri, Jussi Hakanen, Kaisa Miettinen, Nirupam Chakraborti
Genetic programming through bi-objective genetic algorithms with a study of a simulated moving bed process involving multiple objectives. Appl. Soft Comput. 13 (5) (2013)
Jussi Hakanen, Kristian Sahlstedt, Kaisa Miettinen
Wastewater treatment plant design and operation under multiple conflicting objective functions. Environ. Model. Softw. 46 (2013)
Jussi Hakanen, Kaisa Miettinen, Kristian Sahlstedt
Wastewater treatment: New insight provided by interactive multiobjective optimization. Decis. Support Syst. 51 (2) (2011)
Petri Eskelinen, Kaisa Miettinen, Kathrin Klamroth, Jussi Hakanen
Pareto navigator for interactive nonlinear multiobjective optimization. OR Spectr. 32 (1) (2010)
Matthias Ehrgott, Jussi Hakanen, Hisao Ishibuchi, Andreas Löhne, Mariano Luque, Kaisa Miettinen, Wlodzimierz Ogryczak, Olexandr Romanko, Theodor J. Stewart, Andrzej P. Wierzbicki
09041 Working Group 4: MCDM and RIMO. Hybrid and Robust Approaches to Multiobjective Optimization (2009)
Jussi Hakanen, Timo Aittokoski
Comparison of MCDM and EMO Approaches in Wastewater Treatment Plan Design. EMO (2009)
Suvi Tarkkanen, Kaisa Miettinen, Jussi Hakanen
Interactive poster: Interactive multiobjective optimization - a new application area for visual analytics. IEEE VAST (2009)