Karthik Sindhya

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

Self-adaptive simulated binary crossover for real-parameter optimization

Kalyanmoy Deb, Karthik Sindhya, Tatsuya Okabe · 2007 · 320 citations

Computational Science, Simulation Run, Engineering +14

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 Hybrid Framework for Evolutionary Multi-Objective Optimization

Karthik Sindhya, Kaisa Miettinen, Kalyanmoy Deb · IEEE Transactions on Evolutionary Computation · 2012 · 208 citations

Memetic Algorithm, Local Search, Engineering +12

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