Markus Hartikainen

According to our database, Markus Hartikainen authored at least 15 papers between 2011 and 2023.

Collaborative distances:

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

2023

MultiOptForest: An interactive multi-objective optimization tool for forest planning and scenario analysis.

Kyle Eyvindson, Daniel Burgas, Markus Hartikainen, Clara Antón-Fernández, Jussi Hakanen, Michael Emmerich, Johanna Lundström, Mikko Mönkkönen, Tord Snäll, Astor Toraño Caicoya, Marta Vergarechea, Clemens Blattert

Dataset, May, 2023

2022

Climate targets in European timber-producing countries conflict with goals on forest ecosystem services and biodiversity.

Clemens Blattert, Mikko Mönkkönen, Daniel Burgas, Fulvio Di Fulvio, Astor Toraño Caicoya, Marta Vergarechea, Julian Klein, Markus Hartikainen, Clara Antón-Fernández, Rasmus Astrup, Michael Emmerich, Nicklas Forsell, Jani Lukkarinen, Johanna Lundström, Samuli Pitzén, Werner Poschenrieder, Eeva Primmer, Tord Snäll, Kyle Eyvindson

Dataset, June, 2022

Climate targets in European timber-producing countries conflict with goals on forest ecosystem services and biodiversity.

Clemens Blattert, Mikko Mönkkönen, Daniel Burgas, Fulvio Di Fulvio, Astor Toraño Caicoya, Marta Vergarechea, Julian Klein, Markus Hartikainen, Clara Antón-Fernández, Rasmus Astrup, Michael Emmerich, Nicklas Forsell, Jani Lukkarinen, Johanna Lundström, Samuli Pitzén, Werner Poschenrieder, Eeva Primmer, Tord Snäll, Kyle Eyvindson

Dataset, June, 2022

MultiOptForest Optimization Notebook (V1.0).

Clemens Blattert, Mikko Mönkkönen, Daniel Burgas, Fulvio Di Fulvio, Astor Toraño Caicoya, Marta Vergarechea, Julian Klein, Markus Hartikainen, Clara Antón-Fernández, Rasmus Astrup, Michael Emmerich, Nicklas Forsell, Jani Lukkarinen, Johanna Lundström, Samuli Pitzén, Werner Poschenrieder, Eeva Primmer, Tord Snäll, Kyle Eyvindson

Dataset, June, 2022

Climate targets in European timber-producing countries conflict with goals on forest ecosystem services and biodiversity.

Clemens Blattert, Mikko Mönkkönen, Daniel Burgas, Fulvio Di Fulvio, Astor Toraño Caicoya, Marta Vergarechea, Julian Klein, Markus Hartikainen, Clara Antón-Fernández, Rasmus Astrup, Michael Emmerich, Nicklas Forsell, Jani Lukkarinen, Johanna Lundström, Samuli Pitzén, Werner Poschenrieder, Eeva Primmer, Tord Snäll, Kyle Eyvindson

Dataset, June, 2022

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

Interactive Nonconvex Pareto Navigator for multiobjective optimization.

Markus Hartikainen, Kaisa Miettinen, Kathrin Klamroth

Eur. J. Oper. Res., 2019

2018

ANOVA-MOP: ANOVA Decomposition for Multiobjective Optimization.

Mohammad Tabatabaei, Alberto Lovison, Matthias Tan, Markus Hartikainen, Kaisa Miettinen

SIAM J. Optim., 2018

2017

Identifying Objectives for a Learning Space Management System with Value-focused Thinking.

Ari Tuhkala, Hannakaisa Isomäki, Markus Hartikainen, Alexandra I. Cristea, Andrea Alessandrini

Proceedings of the CSEDU 2017, 2017

2016

Data-Based Forest Management with Uncertainties and Multiple Objectives.

Markus Hartikainen, Kyle Eyvindson, Kaisa Miettinen, Annika S. Kangas

Proceedings of the Machine Learning, Optimization, and Big Data, 2016

2015

PAINT-SiCon: constructing consistent parametric representations of Pareto sets in nonconvex multiobjective optimization.

Markus E. Hartikainen, Alberto Lovison

J. Glob. Optim., 2015

On Generalizing Lipschitz Global Methods for Multiobjective Optimization.

Alberto Lovison, Markus E. Hartikainen

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2012

PAINT: Pareto front interpolation for nonlinear multiobjective optimization.

Markus Hartikainen, Kaisa Miettinen, Margaret M. Wiecek

Comput. Optim. Appl., 2012

2011

Constructing a Pareto front approximation for decision making.

Markus Hartikainen, Kaisa Miettinen, Margaret M. Wiecek

Math. Methods Oper. Res., 2011

Demonstrating the Applicability of PAINT to Computationally Expensive Real-life Multiobjective Optimization

Markus Hartikainen, Vesa Ojalehto

CoRR, 2011