Karthik Sindhya

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 9

Top Topics

Computationally Expensive

Multiobjective Optimization

Evolutionary Multiobjective Optimization

Multiobjective Optimization Problems

Top Venues

IEEE Trans. Evol. Comput.

Publications

Mohammad Tabatabaei, Markus Hartikainen, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
An interactive surrogate-based method for computationally expensive multiobjective optimisation. J. Oper. Res. Soc. 70 (6) (2019)
Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms. Soft Comput. 23 (9) (2019)
Tinkle Chugh, Yaochu Jin, Kaisa Miettinen, Jussi Hakanen, Karthik Sindhya
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. IEEE Trans. Evol. Comput. 22 (1) (2018)
Dimo Brockhoff, Joshua D. Knowles, Boris Naujoks, Karthik Sindhya
Editorial. Comput. Oper. Res. 79 (2017)
Karthik Sindhya, Aino Manninen, Kaisa Miettinen, Jenni Pippuri
Design of a Permanent Magnet Synchronous Generator Using Interactive Multiobjective Optimization. IEEE Trans. Ind. Electron. 64 (12) (2017)
Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Yaochu Jin, Tomas Kratky, Pekka Makkonen
Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system. CEC (2017)
Samineh Bagheri, Wolfgang Konen, Richard Allmendinger, Jürgen Branke, Kalyanmoy Deb, Jonathan E. Fieldsend, Domenico Quagliarella, Karthik Sindhya
Constraint handling in efficient global optimization. GECCO (2017)
Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen, Yaochu Jin
On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization. PPSN (2016)
Jussi Hakanen, Tinkle Chugh, Karthik Sindhya, Yaochu Jin, Kaisa Miettinen
Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms. SSCI (2016)
Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems. EMO (1) (2015)
Ernestas Filatovas, Olga Kurasova, Karthik Sindhya
Synchronous R-NSGA-II: An Extended Preference-Based Evolutionary Algorithm for Multi-Objective Optimization. Informatica 26 (1) (2015)
Ana Belen Ruiz, Karthik Sindhya, Kaisa Miettinen, Francisco Ruiz, Mariano Luque
E-NAUTILUS: A decision support system for complex multiobjective optimization problems based on the NAUTILUS method. Eur. J. Oper. Res. 246 (1) (2015)
Karthik Sindhya, Vesa Ojalehto, Jouni Savolainen, Hannu Niemistö, Jussi Hakanen, Kaisa Miettinen
Coupling dynamic simulation and interactive multiobjective optimization for complex problems: An APROS-NIMBUS case study. Expert Syst. Appl. 41 (5) (2014)
Karthik Sindhya, Kaisa Miettinen, Kalyanmoy Deb
A Hybrid Framework for Evolutionary Multi-Objective Optimization. IEEE Trans. Evol. Comput. 17 (4) (2013)
Karthik Sindhya, Sauli Ruuska, Tomi Haanpää, Kaisa Miettinen
A new hybrid mutation operator for multiobjective optimization with differential evolution. Soft Comput. 15 (10) (2011)
Karthik Sindhya, Ana Belen Ruiz, Kaisa Miettinen
A Preference Based Interactive Evolutionary Algorithm for Multi-objective Optimization: PIE. EMO (2011)
Karthik Sindhya, Kalyanmoy Deb, Kaisa Miettinen
Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm. Nat. Comput. 10 (4) (2011)
Karthik Sindhya, Ankur Sinha, Kalyanmoy Deb, Kaisa Miettinen
Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems. IEEE Congress on Evolutionary Computation (2009)
Karthik Sindhya, Kalyanmoy Deb, Kaisa Miettinen
A Local Search Based Evolutionary Multi-objective Optimization Approach for Fast and Accurate Convergence. PPSN (2008)
Kalyanmoy Deb, Karthik Sindhya
Deciphering innovative principles for optimal electric brushless D.C. permanent magnet motor design. IEEE Congress on Evolutionary Computation (2008)
Kalyanmoy Deb, Karthik Sindhya, Tatsuya Okabe
Self-adaptive simulated binary crossover for real-parameter optimization. GECCO (2007)
Deepak Sharma, Abhay Kumar, Kalyanmoy Deb, Karthik Sindhya
Hybridization of SBX based NSGA-II and sequential quadratic programming for solving multi-objective optimization problems. IEEE Congress on Evolutionary Computation (2007)