Tinkle Chugh

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 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 Multiple Surrogate Assisted Decomposition-Based Evolutionary Algorithm for Expensive Multi/Many-Objective Optimization

Ahsanul Habib, Hemant Kumar Singh, Tinkle Chugh et al. · IEEE Transactions on Evolutionary Computation · 2019 · 156 citations · Full text

Large-scale Global Optimization, Surrogate-assisted Methods, Engineering +11

A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem

Tinkle Chugh, Nirupam Chakraborti, Karthik Sindhya et al. · Materials and Manufacturing Processes · 2016 · 137 citations · Full text

Differential Evolution, Engineering, Data Science +14