Kaisa Miettinen

Data-Driven Evolutionary Optimization: An Overview and Case Studies

Yaochu Jin, Handing Wang, Tinkle Chugh et al. · IEEE Transactions on Evolutionary Computation · 2018 · 629 citations · Full text

Artificial Intelligence, Different Data, Engineering +16

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

Tinkle Chugh, Yaochu Jin, Kaisa Miettinen et al. · IEEE Transactions on Evolutionary Computation · 2016 · 587 citations · Full text

Artificial Intelligence, Large-scale Global Optimization, Engineering +16

A Preference-Based Evolutionary Algorithm for Multi-Objective Optimization

Lothar Thiele, Kaisa Miettinen, Pekka Korhonen et al. · Evolutionary Computation · 2009 · 363 citations

Artificial Intelligence, Preference Information, Evolutionary Multi-objective Optimization +15

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

Tinkle Chugh, Karthik Sindhya, Jussi Hakanen et al. · Soft Computing · 2017 · 294 citations

Engineering, Intelligent Optimization, Computer Engineering +9

On scalarizing functions in multiobjective optimization

Kaisa Miettinen, Marko M. M�kel� · OR Spectrum · 2002 · 287 citations

Large-scale Global Optimization, Engineering, Continuous Optimization +4