Rammohan Mallipeddi

8.6k citations

168 papers · 6.5k indexed · 7 hit papers · h-index 35

Computational Theory and Mathematics top 0.05%
- Advanced Multi-Objective Optimization Algorithms 60
Artificial Intelligence top 0.2%
- Metaheuristic Optimization Algorithms Research 62
- Evolutionary Algorithms and Applications 50
Control and Systems Engineering top 1%
- Microgrid Control and Optimization 11
Industrial and Manufacturing Engineering top 1%
Energy Engineering and Power Technology top 5%
Electrical and Electronic Engineering
- Optimal Power Flow Distribution 14
- Electric Power System Optimization 11
- Smart Grid Energy Management 11
Plant Science
- Greenhouse Technology and Climate Control 9

Co-authors: Ponnuthurai Nagaratnam Suganthan Quan-Ke Pan Guohua Wu M. Fatih Tasgetiren Partha Pratim Biswas Swagatam Das G.A.J. Amaratunga Abhishek Kumar
Cited by: Computational Theory and Mathematics Artificial Intelligence Control and Systems Engineering
Partner nations: South Korea India Singapore

In The Last Decade

Rammohan Mallipeddi

156 papers receiving 6.3k citations

Hit Papers

7 papers align trajectories log scale

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.

2024 Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities
2021 A Benchmark-Suite of real-World constrained multi-objective optimization problems and some baseline results
2020 A test-suite of non-convex constrained optimization problems from the real-world and some baseline results
2015 Differential evolution with multi-population based ensemble of mutation strategies
2010 Differential evolution algorithm with ensemble of parameters and mutation strategies
2010 Problem Definitions and Evaluation Criteria for the CEC 2010 Competition on Constrained Real- Parameter Optimization
2010 Ensemble of Constraint Handling Techniques

Peers

Countries citing papers authored by Rammohan Mallipeddi

Since Specialization

Citations

This map shows the geographic impact of Rammohan Mallipeddi'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 Rammohan Mallipeddi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Rammohan Mallipeddi more than expected).

Fields of papers citing papers by Rammohan Mallipeddi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Rammohan Mallipeddi. 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 Rammohan Mallipeddi. The network helps show where Rammohan Mallipeddi may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Rammohan Mallipeddi, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Rammohan Mallipeddi Line = papers co-authored together Rammohan Mallipeddi links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Designing optimal Vision Transformer architecture using differential evolution for tomato leaf disease classification Devanita Ghosh,Subhayu Ghosh,Nanda Dulal Jana,Suparna Biswas,Rammohan Mallipeddi	2025	0
2	Enhanced brain tumor classification using convolutional neural networks and ensemble voting classifier for improved diagnostic accuracy Vijaya Kumar Velpula,Jyothisri Vadlamudi,Malathi Janapati,Purna Prakash Kasaraneni,Y. V. Pavan Kumar,Pradeep Reddy,Rammohan Mallipeddi	2025	4
3	A swarm intelligence approach to minimum weight independent dominating set problem Mohd Danish Rasheed,Alok Singh,Rammohan Mallipeddi	2025	0
4	Surrogate-assisted multi-objective covariance matrix adaptation evolution strategies Oladayo S. Ajani,Adeyinka P. Adedigba,Kalyana C. Veluvolu,Rammohan Mallipeddi	2025	0
5	Bi-level game theoretic approach for robust design: A case study of path-generating four-bar Bahman Ahmadi,Ali Jamali,Rammohan Mallipeddi,N. Nariman-zadeh,Behzad Ahmadi,Hamid Khayyam	2024	0
6	A deep clustering framework for load pattern segmentation Abhimanyu Kumar,Rammohan Mallipeddi	2024	3
7	Predicting early mycotoxin contamination in stored wheat using machine learning Yonggik Kim,Seokho Kang,Oladayo S. Ajani,Rammohan Mallipeddi,Yushin Ha	2024	14
8	Fuzzy adaptive cruise control with model predictive control responding to dynamic traffic conditions for automated driving Zahra Mehraban,Ashkan Yousefi Zadeh,Hamid Khayyam,Rammohan Mallipeddi,Ali Jamali	2024	6
9	Estimation of physico-chemical properties of soil using machine learning Patience Chizoba,Opegbemi Matthias Busoye,John Temitope Ajayi,Judith Nkechinyere Njoku,Cosmas Ifeanyi Nwakanma,Senorpe Asem-Hiablie,Rammohan Mallipeddi,Tusan Park,Daniel Dooyum Uyeh	2024	3
10	Covariance matrix adaptation evolution strategy based on ensemble of mutations for parking navigation and maneuver of autonomous vehicles Esther Aboyeji,Oladayo S. Ajani,Rammohan Mallipeddi	2024	3
11	High-density cluster core-based k -means clustering with an unknown number of clusters Abhimanyu Kumar,Abhishek Kumar,Rammohan Mallipeddi,Dong-Gyu Lee	2024	19
12	Adaptive mating selection based on weighted indicator for Multi/Many-objective evolutionary algorithm Saykat Dutta,Sri Srinivasa Raju M.,Rammohan Mallipeddi,Kedar Nath Das	2023	2
13	Spherical search with epsilon constraint and gradient-based repair framework for constrained optimization Zhuji Yang,Abhishek Kumar,Rammohan Mallipeddi,Dong-Gyu Lee	2023	5
14	A constrained multi-objective evolutionary algorithm with clustering based weight vector adaptation Sri Srinivasa Raju M,Saykat Dutta,Rammohan Mallipeddi,Kedar Nath Das,Dong-Gyu Lee	2023	1
15	Pareto-based Dynamic Difficulty Adjustment of a competitive exergame for arm rehabilitation Oladayo S. Ajani,Rammohan Mallipeddi	2023	8
16	UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering Abhishek Kumar,Swagatam Das,Rammohan Mallipeddi	2023	2
17	Two-Phase Evolutionary Convolutional Neural Network Architecture Search for Medical Image Classification Arjun Ghosh,Nanda Dulal Jana,Swagatam Das,Rammohan Mallipeddi	2023	16
18	Greenhouse Micro-Climate Prediction Based on Fixed Sensor Placements: A Machine Learning Approach Oladayo S. Ajani,Member Joy Usigbe,Esther Aboyeji,Daniel Dooyum Uyeh,Yushin Ha,Tusan Park,Rammohan Mallipeddi	2023	13
19	Evolutionary Greenhouse Layout Optimization for Rapid and Safe Robot Navigation Daniel Dooyum Uyeh,Fitria Wulandari Ramlan,Rammohan Mallipeddi,Tusan Park,Seungmin Woo,Junhee Kim,Yeongsu Kim,Yushin Ha	2019	15
20	An efficient Differential Evolution algorithm for stochastic OPF based active–reactive power dispatch problem considering renewable generators Noor H. Awad,Mostafa Z. Ali,Rammohan Mallipeddi,Ponnuthurai Nagaratnam Suganthan	2019	63

About Rammohan Mallipeddi

Rammohan Mallipeddi is a scholar working on Computational Theory and Mathematics, Artificial Intelligence and Human-Computer Interaction, having authored 168 papers that have together received 6.5k indexed citations. Recurring topics across this work include Metaheuristic Optimization Algorithms Research (62 papers), Advanced Multi-Objective Optimization Algorithms (60 papers), Evolutionary Algorithms and Applications (50 papers), Optimal Power Flow Distribution (14 papers), Microgrid Control and Optimization (11 papers), Electric Power System Optimization (11 papers), Smart Grid Energy Management (11 papers) and Greenhouse Technology and Climate Control (9 papers). The work is most often cited by research in Computational Theory and Mathematics (3.0k citations), Artificial Intelligence (3.9k citations) and Control and Systems Engineering (866 citations). Rammohan Mallipeddi has collaborated with scholars based in South Korea, India and Singapore. Frequent co-authors include Ponnuthurai Nagaratnam Suganthan, Quan-Ke Pan, Guohua Wu, M. Fatih Tasgetiren, Partha Pratim Biswas, Swagatam Das, G.A.J. Amaratunga, Abhishek Kumar, Mostafa Z. Ali and Minho Lee.

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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