Jussi Hakanen

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 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

A survey on handling computationally expensive multiobjective optimization problems using surrogates: non-nature inspired methods

Mohammad Tabatabaei, Jussi Hakanen, Markus Hartikainen et al. · Structural and Multidisciplinary Optimization · 2015 · 111 citations

Mathematical Programming, Artificial Intelligence, Computational Science +10

Surrogate-assisted multicriteria optimization: Complexities, prospective solutions, and business case

Richard Allmendinger, Michael Emmerich, Jussi Hakanen et al. · Journal of Multi-Criteria Decision Analysis · 2017 · 89 citations · Full text

Model Optimization, Large-scale Global Optimization, Engineering +14

Genetic programming through bi-objective genetic algorithms with a study of a simulated moving bed process involving multiple objectives

Brijesh Kumar Giri, Jussi Hakanen, Kaisa Miettinen et al. · Applied Soft Computing · 2012 · 88 citations

Memetic Algorithm, Engineering, Genetic Algorithms +12