Karthik Sindhya

2.6k total citations · 1 hit paper
23 papers, 1.6k citations indexed

About

Karthik Sindhya is a scholar working on Computational Theory and Mathematics, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Karthik Sindhya has authored 23 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Computational Theory and Mathematics, 14 papers in Artificial Intelligence and 5 papers in Control and Systems Engineering. Recurrent topics in Karthik Sindhya's work include Advanced Multi-Objective Optimization Algorithms (20 papers), Metaheuristic Optimization Algorithms Research (14 papers) and Evolutionary Algorithms and Applications (9 papers). Karthik Sindhya is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (20 papers), Metaheuristic Optimization Algorithms Research (14 papers) and Evolutionary Algorithms and Applications (9 papers). Karthik Sindhya collaborates with scholars based in Finland, India and United Kingdom. Karthik Sindhya's co-authors include Kaisa Miettinen, Tinkle Chugh, Kalyanmoy Deb, Jussi Hakanen, Yaochu Jin, Tatsuya Okabe, Nirupam Chakraborti, Markus Hartikainen, Mohammad Tabatabaei and Ankur Sinha and has published in prestigious journals such as IEEE Transactions on Industrial Electronics, European Journal of Operational Research and Expert Systems with Applications.

In The Last Decade

Karthik Sindhya

23 papers receiving 1.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

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

2016 420 citations Tinkle Chugh, Yaochu Jin et al. IEEE Transactions on Evolutionary Computation profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Karthik Sindhya Finland	17	1.1k	914	298	162	154	23	1.6k
Tinkle Chugh United Kingdom	11	1.1k 1.0×	950 1.0×	335 1.1×	147 0.9×	112 0.7×	25	1.5k
Jussi Hakanen Finland	14	822 0.7×	578 0.6×	284 1.0×	144 0.9×	197 1.3×	38	1.2k
Boris Naujoks Germany	12	1.7k 1.5×	1.4k 1.6×	431 1.4×	137 0.8×	185 1.2×	48	2.3k
Fangqing Gu China	17	1.4k 1.3×	1.4k 1.5×	279 0.9×	55 0.3×	158 1.0×	70	1.8k
Dunwei Gong China	21	968 0.9×	994 1.1×	138 0.5×	93 0.6×	194 1.3×	53	1.7k
Mayank Kumar Goyal India	9	752 0.7×	745 0.8×	144 0.5×	113 0.7×	133 0.9×	38	1.3k
Ryoji Tanabe Japan	11	1.6k 1.4×	2.1k 2.3×	110 0.4×	67 0.4×	221 1.4×	24	2.7k
Hajime Kita Japan	20	707 0.6×	806 0.9×	133 0.4×	74 0.5×	343 2.2×	122	1.6k
Mahdi Azizi Iran	21	596 0.5×	1.0k 1.1×	77 0.3×	108 0.7×	214 1.4×	41	1.9k

Countries citing papers authored by Karthik Sindhya

Since Specialization

Citations

This map shows the geographic impact of Karthik Sindhya's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Karthik Sindhya with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Karthik Sindhya more than expected).

Fields of papers citing papers by Karthik Sindhya

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Karthik Sindhya. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Karthik Sindhya. The network helps show where Karthik Sindhya may publish in the future.

Co-authorship network of co-authors of Karthik Sindhya

This figure shows the co-authorship network connecting the top 25 collaborators of Karthik Sindhya. A scholar is included among the top collaborators of Karthik Sindhya based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Karthik Sindhya. Karthik Sindhya is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Hakanen, Jussi, et al.. (2019). Potential of interactive multiobjective optimization in supporting the design of a groundwater biodenitrification process. Journal of Environmental Management. 254. 109770–109770. 4 indexed citations

Tabatabaei, Mohammad, Markus Hartikainen, Karthik Sindhya, Jussi Hakanen, & Kaisa Miettinen. (2018). An interactive surrogate-based method for computationally expensive multiobjective optimisation. Journal of the Operational Research Society. 70(6). 898–914. 9 indexed citations

Miettinen, Kaisa, et al.. (2018). Solving multiobjective optimization problems with decision uncertainty: an interactive approach. Journal of Business Economics. 89(1). 25–51. 4 indexed citations

Chugh, Tinkle, et al.. (2017). Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system. Jyväskylä University Digital Archive (University of Jyväskylä). 1541–1548. 33 indexed citations

Sindhya, Karthik, et al.. (2017). Design of a Permanent Magnet Synchronous Generator Using Interactive Multiobjective Optimization. IEEE Transactions on Industrial Electronics. 64(12). 9776–9783. 28 indexed citations

Chugh, Tinkle, Karthik Sindhya, Jussi Hakanen, & Kaisa Miettinen. (2017). A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms. Soft Computing. 23(9). 3137–3166. 207 indexed citations

Hakanen, Jussi, Tinkle Chugh, Karthik Sindhya, Yaochu Jin, & Kaisa Miettinen. (2016). Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms. 1–8. 22 indexed citations

Chugh, Tinkle, Nirupam Chakraborti, Karthik Sindhya, & Yaochu Jin. (2016). A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem. Materials and Manufacturing Processes. 32(10). 1172–1178. 99 indexed citations

Chugh, Tinkle, Yaochu Jin, Kaisa Miettinen, Jussi Hakanen, & Karthik Sindhya. (2016). A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. IEEE Transactions on Evolutionary Computation. 22(1). 129–142. 420 indexed citations breakdown →

10.

Ruíz, Ana Belén Mirete, Karthik Sindhya, Kaisa Miettinen, Francisco Ruiz, & Mariano Luque. (2015). E-NAUTILUS: A decision support system for complex multiobjective optimization problems based on the NAUTILUS method. European Journal of Operational Research. 246(1). 218–231. 17 indexed citations

11.

Tabatabaei, Mohammad, Jussi Hakanen, Markus Hartikainen, Kaisa Miettinen, & Karthik Sindhya. (2015). A survey on handling computationally expensive multiobjective optimization problems using surrogates: non-nature inspired methods. Structural and Multidisciplinary Optimization. 52(1). 1–25. 82 indexed citations

12.

Filatovas, Ernestas, Olga Kurasova, & Karthik Sindhya. (2015). Synchronous R-NSGA-II: An Extended Preference-Based Evolutionary Algorithm for Multi-Objective Optimization. Informatica. 26(1). 33–50. 25 indexed citations

13.

Sindhya, Karthik, et al.. (2013). Coupling dynamic simulation and interactive multiobjective optimization for complex problems: An APROS-NIMBUS case study. Expert Systems with Applications. 41(5). 2546–2558. 13 indexed citations

14.

Sindhya, Karthik, Kaisa Miettinen, & Kalyanmoy Deb. (2012). A Hybrid Framework for Evolutionary Multi-Objective Optimization. IEEE Transactions on Evolutionary Computation. 17(4). 495–511. 171 indexed citations

15.

Sindhya, Karthik, Kalyanmoy Deb, & Kaisa Miettinen. (2011). Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm. Natural Computing. 10(4). 1407–1430. 27 indexed citations

16.

Sindhya, Karthik, et al.. (2011). A new hybrid mutation operator for multiobjective optimization with differential evolution. Soft Computing. 15(10). 2041–2055. 43 indexed citations

17.

Sindhya, Karthik. (2011). Hybrid evolutionary multi-objective optimization with enhanced convergence and diversity. Jyväskylä University Digital Archive (University of Jyväskylä). 1 indexed citations

18.

Sindhya, Karthik & Kaisa Miettinen. (2011). New Perspective to Continuous Casting of Steel with a Hybrid Evolutionary Multiobjective Algorithm. Materials and Manufacturing Processes. 26(3). 481–492. 16 indexed citations

19.

Deb, Kalyanmoy & Karthik Sindhya. (2008). Deciphering innovative principles for optimal electric brushless D.C. permanent magnet motor design. 2283–2290. 8 indexed citations

20.

Deb, Kalyanmoy, Karthik Sindhya, & Tatsuya Okabe. (2007). Self-adaptive simulated binary crossover for real-parameter optimization. 1187–1194. 204 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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