Kaisa Joki


Postdoctoral Researcher, Applied Mathematics (Department of Mathematics and Statistics)

kjjoki@utu.fi







Publications

Bundle-based descent method for nonsmooth multiobjective DC optimization with inequality constraints (2018)
Journal of Global Optimization
Outi Montonen, Kaisa Joki
(
A1 Journal article – refereed)

Bundle methods in nonsmooth DC optimization (2018) Joki. Kaisa
(
G5 Doctoral dissertation (article))

Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming (2018)
SIAM Journal on Optimization
Joki K, Bagirov AM, Karmitsa N, Makela MM, Taheri S
(
A1 Journal article – refereed)

A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes (2017)
Journal of Global Optimization
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä
(
A1 Journal article – refereed)

Diagonal Bundle Method with Convex and Concave Updates for Large-Scale Nonconvex and Nonsmooth Optimization (2017)
Optimization Methods and Software
Karmitsa N., Gaudioso M., Joki K.
(
A1 Journal article – refereed)

Double Bundle Method for Nonsmooth DC Optimization (2017)
TUCS Publication Series
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
(
D4 Published development or research report or study)

Multiobjective Double Bundle Method for Nonsmooth Constrained Multiobjective DC Optimization (2017)
TUCS Publication Series
Outi Montonen, Kaisa Joki
(
D4 Published development or research report or study)

New bundle method for clusterwise linear regression utilizing support vector machines (2017)
TUCS Publication Series
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
(
D4 Published development or research report or study)

Splitting Metrics Diagonal Bundle Method for Large-Scale Nonconvex and Nonsmooth Optimization (2017) Napsu Karmitsa, Manlio Gaudioso, Kaisa Joki
(
D4 Published development or research report or study)

New Proximal Bundle Method for Nonsmooth DC Optimization (2015)
TUCS Publication Series
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä
(
B1 Journal article)

Proksimaaliset kimppumenetelmät rajoittamattomassa epäsileässä
konveksissa optimoinnissa
(2013) Joki Kaisa
(
G2 Master’s thesis, polytechnic Master’s thesis)

Minimum Spanning Tree Problem with Fuzzy Intervals (2012)
TUCS Publication Series
Hokuni S, Joki K, Yli-Sipilä S, Mäkelä MM, Nikulin Y
(
D4 Published development or research report or study)


Last updated on 2018-20-10 at 02:18