Rammohan Mallipeddi

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 113

Top Venues

Publications

M. Sri Srinivasa Raju, Prabhujit Mohapatra, Saykat Dutta, Rammohan Mallipeddi, Kedar Nath Das
Optimal placement of fixed hub height wind turbines in a wind farm using twin archive guided decomposition based multi-objective evolutionary algorithm. Eng. Appl. Artif. Intell. 130 (2024)
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities. Swarm Evol. Comput. 86 (2024)
M. Sri Srinivasa Raju, Saykat Dutta, Rammohan Mallipeddi, Kedar Nath Das, Dong-Gyu Lee
A constrained multi-objective evolutionary algorithm with clustering based weight vector adaptation. Swarm Evol. Comput. 84 (2024)
Zahra Mehraban, Ashkan Y. Zadeh, Hamid Khayyam, Rammohan Mallipeddi, Ali Jamali
Fuzzy adaptive cruise control with model predictive control responding to dynamic traffic conditions for automated driving. Eng. Appl. Artif. Intell. 136 (2024)
Esther Aboyeji, Oladayo S. Ajani, Rammohan Mallipeddi
Covariance matrix adaptation evolution strategy based on ensemble of mutations for parking navigation and maneuver of autonomous vehicles. Expert Syst. Appl. 249 (2024)
Abhimanyu Kumar, Abhishek Kumar, Rammohan Mallipeddi, Dong-Gyu Lee
High-density cluster core-based k-means clustering with an unknown number of clusters. Appl. Soft Comput. 155 (2024)
Mandarapu Srikanth, Yellapragada Venkata Pavan Kumar, Ch. Pradeep Reddy, Rammohan Mallipeddi
Empowered Virtual Synchronous Generator Based Control Scheme for Improved Transient Response and Reduced Nuisance Tripping in Stable Microgrids. IEEE Access 12 (2024)
Bahman Ahmadi, Ali Jamali, Rammohan Mallipeddi, Nader Nariman-Zadeh, Behzad Ahmadi, Hamid Khayyam
Bi-level game theoretic approach for robust design: A case study of path-generating four-bar. Swarm Evol. Comput. 89 (2024)
Oladayo S. Ajani, Dzeuban Fenyom Ivan, Daison Darlan, Ponnuthurai N. Suganthan, Kaizhou Gao, Rammohan Mallipeddi
Deep reinforcement learning as multiobjective optimization benchmarks: Problem formulation and performance assessment. Swarm Evol. Comput. 90 (2024)
Oladayo S. Ajani, Abhishek Kumar, Rammohan Mallipeddi
Covariance matrix adaptation evolution strategy based on correlated evolution paths with application to reinforcement learning. Expert Syst. Appl. 246 (2024)
Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi
An Efficient Differential Grouping Algorithm for Large-Scale Global Optimization. IEEE Trans. Evol. Comput. 28 (1) (2024)
Kasi Viswanath Dasari, Alok Singh, Rammohan Mallipeddi
A General Variable Neighborhood Search Approach for the Clustered Traveling Salesman Problem with d-Relaxed Priority Rule. ICDCIT (2024)
Bishal Karmakar, Abhishek Kumar, Rammohan Mallipeddi, Dong-Gyu Lee
CMA-ES with exponential based multiplicative covariance matrix adaptation for global optimization. Swarm Evol. Comput. 79 (2023)
Oladayo S. Ajani, Dzeuban Fenyom Ivan, Rammohan Mallipeddi
Gaussian Adaptation with Decaying Matrix Adaptation Weights. CEC (2023)
Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi
UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering. AAAI (2023)
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities. CoRR (2023)
Abhishek Kumar, Bablesh Kumar Jha, Swagatam Das, Rammohan Mallipeddi
Spherical Search based constrained optimization algorithm for power flow analysis of islanded microgrids. Appl. Soft Comput. 136 (2023)
Oladayo S. Ajani, Rammohan Mallipeddi, M. Sri Srinivasa Raju
IcSDE+ - An Indicator for Constrained Multi-Objective Optimization. CoRR (2023)
Dzeuban Fenyom Ivan, Oladayo S. Ajani, Rammohan Mallipeddi
An Optimal Re-parametrization Scheme for Generalization in Reinforcement Learning. ICTC (2023)
Zhuji Yang, Abhishek Kumar, Rammohan Mallipeddi, Dong-Gyu Lee
Spherical search with epsilon constraint and gradient-based repair framework for constrained optimization. Swarm Evol. Comput. 82 (2023)
Oladayo S. Ajani, Hammed Obasekore, Bo-Yeong Kang, Rammohan Mallipeddi
Robotic Assistance in Radiology: A Covid-19 Scenario. IEEE Access 11 (2023)
Saykat Dutta, M. Sri Srinivasa Raju, Rammohan Mallipeddi, Kedar Nath Das
Adaptive mating selection based on weighted indicator for Multi/Many-objective evolutionary algorithm. Appl. Soft Comput. 139 (2023)
Edukondalu Chappidi, Alok Singh, Rammohan Mallipeddi
Intelligent Optimization Algorithms for Disruptive Anti-covering Location Problem. ICDCIT (2023)
Daison Darlan, Oladayo S. Ajani, Victor Parque, Rammohan Mallipeddi
Recognizing Social Touch Gestures using Optimized Class-weighted CNN-LSTM Networks. RO-MAN (2023)
Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu, Sayan Nag, Rammohan Mallipeddi
Ideal: Improved Dense Local Contrastive Learning For Semi-Supervised Medical Image Segmentation. ICASSP (2023)
Oladayo S. Ajani, Rammohan Mallipeddi
Pareto-based Dynamic Difficulty Adjustment of a competitive exergame for arm rehabilitation. Int. J. Hum. Comput. Stud. 178 (2023)
Member Joy Usigbe, Daison Darlan, Daniel Dooyum Uyeh, Rammohan Mallipeddi
Animal Feed Optimization under Price Fluctuations using Evolutionary Algorithms. ICTC (2023)
Esther Aboyeji, Oladayo S. Ajani, Rammohan Mallipeddi
On the Scalability of Parking Trajectory Optimization of Autonomous Ground Vehicles. ICTC (2023)
Arjun Ghosh, Nanda Dulal Jana, Swagatam Das, Rammohan Mallipeddi
Two-Phase Evolutionary Convolutional Neural Network Architecture Search for Medical Image Classification. IEEE Access 11 (2023)
Esther Aboyeji, Oladayo S. Ajani, Rammohan Mallipeddi
Effect of Number of Lanes on Traffic Characteristics of Reinforcement Learning Based Autonomous Driving. IEEE Access 11 (2023)
Daniel Dooyum Uyeh, Adisa Akinsoji, Senorpe Asem-Hiablie, Blessing Itoro Bassey, Abraham Osinuga, Rammohan Mallipeddi, Maryleen Amaizu, Yushin Ha, Tusan Park
An online machine learning-based sensors clustering system for efficient and cost-effective environmental monitoring in controlled environment agriculture. Comput. Electron. Agric. 199 (2022)
Abhishek Kumar, Oladayo S. Ajani, Swagatam Das, Rammohan Mallipeddi
GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking. CoRR (2022)
Oladayo S. Ajani, Rammohan Mallipeddi
Adaptive evolution strategy with ensemble of mutations for Reinforcement Learning. Knowl. Based Syst. 245 (2022)
M. Sri Srinivasa Raju, Saykat Dutta, Rammohan Mallipeddi, Kedar Nath Das
A dual-population and multi-stage based constrained multi-objective evolutionary. Inf. Sci. 615 (2022)
Abhishek Kumar, Oladayo S. Ajani, Swagatam Das, Rammohan Mallipeddi
GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking. CVPR (2022)
M. Sri Srinivasa Raju, Rammohan Mallipeddi, Kedar Nath Das
A twin-archive guided decomposition based multi/many-objective evolutionary algorithm. Swarm Evol. Comput. 71 (2022)
Mir Masoud Ale Ali, Ali Jamali, A. Asgharnia, R. Ansari, Rammohan Mallipeddi
Multi-objective Lyapunov-based controller design for nonlinear systems via genetic programming. Neural Comput. Appl. 34 (2) (2022)
Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu, Sayan Nag, Rammohan Mallipeddi
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation. CoRR (2022)
Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi
A Reference Vector-Based Simplified Covariance Matrix Adaptation Evolution Strategy for Constrained Global Optimization. IEEE Trans. Cybern. 52 (5) (2022)
Rohit Kundu, Rammohan Mallipeddi
HFMOEA: a hybrid framework for multi-objective feature selection. J. Comput. Des. Eng. 9 (3) (2022)
Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Asit Kr. Das, Rammohan Mallipeddi
A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers. Pattern Recognit. 122 (2022)
Gaurav Srivastava, Alok Singh, Rammohan Mallipeddi
A Hybrid Discrete Differential Evolution Approach for the Single Machine Total Stepwise Tardiness Problem with Release Dates. CEC (2021)
Samira Ghorbanpour, Trinadh Pamulapati, Rammohan Mallipeddi
Swarm and evolutionary algorithms for energy disaggregation: challenges and prospects. Int. J. Bio Inspired Comput. 17 (4) (2021)
Susmita Ghosh, Swagatam Das, Rammohan Mallipeddi
A Deep Learning Framework Integrating the Spectral and Spatial Features for Image-Assisted Medical Diagnostics. IEEE Access 9 (2021)
Daniel Dooyum Uyeh, Blessing Itoro Bassey, Rammohan Mallipeddi, Senorpe Asem-Hiablie, Maryleen U. Ndubuaku, Seungmin Woo, Yushin Ha, Tusan Park
A Reinforcement Learning Approach for Optimal Placement of Sensors in Protected Cultivation Systems. IEEE Access 9 (2021)
Daniel Dooyum Uyeh, Trinadh Pamulapati, Rammohan Mallipeddi, Tusan Park, Seungmin Woo, Siyoung Lee, Jongwon Lee, Yushin Ha
An evolutionary approach to robot scheduling in protected cultivation systems for uninterrupted and maximization of working time. Comput. Electron. Agric. 187 (2021)
Gaurav Srivastava, Alok Singh, Rammohan Mallipeddi
NSGA-II with objective-specific variation operators for multiobjective vehicle routing problem with time windows. Expert Syst. Appl. 176 (2021)
Abhishek Kumar, Bablesh Kumar Jha, Swagatam Das, Rammohan Mallipeddi
Power Flow Analysis of Islanded Microgrids: A Differential Evolution Approach. IEEE Access 9 (2021)
Jamshid Yusupov, Vikas Palakonda, Samira Ghorbanpour, Rammohan Mallipeddi, Kalyana Chakravarthy Veluvolu
An Generational SDE based Indicator for Multi and Many-objective optimization. ICAIIC (2021)
Vikas Palakonda, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan
An ensemble approach with external archive for multi- and many-objective optimization with adaptive mating mechanism and two-level environmental selection. Inf. Sci. 555 (2021)
Rammohan Mallipeddi, Iman Gholaminezhad, Mohammad S. Saeedi, Hirad Assimi, Ali Jamali
Robust controller design for systems with probabilistic uncertain parameters using multi-objective genetic programming. Soft Comput. 25 (1) (2021)
Jamshid Yusupov, Vikas Palakonda, Rammohan Mallipeddi, Kalyana Chakravarthy Veluvolu
Multi-objective Evolutionary Algorithm based on Ensemble of Initializations for Overlapping Community Detection. ICEIC (2021)
Partha P. Biswas, Parul Arora, Rammohan Mallipeddi, Ponnuthurai N. Suganthan, Bijaya K. Panigrahi
Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network. Neural Comput. Appl. 33 (12) (2021)
Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi
An Inversion-Free Robust Power-Flow Algorithm for Microgrids. IEEE Trans. Smart Grid 12 (4) (2021)
Abhishek Kumar, Guohua Wu, Mostafa Z. Ali, Qizhang Luo, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan, Swagatam Das
A Benchmark-Suite of real-World constrained multi-objective optimization problems and some baseline results. Swarm Evol. Comput. 67 (2021)
Samira Ghorbanpour, Trinadh Pamulapati, Rammohan Mallipeddi, Minho Lee
Energy disaggregation considering least square error and temporal sparsity: A multi-objective evolutionary approach. Swarm Evol. Comput. 64 (2021)
Partha P. Biswas, Ponnuthurai N. Suganthan, Rammohan Mallipeddi, Gehan A. J. Amaratunga
Multi-objective optimal power flow solutions using a constraint handling technique of evolutionary algorithms. Soft Comput. 24 (4) (2020)
Abhishek Kumar, Guohua Wu, Mostafa Z. Ali, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan, Swagatam Das
A test-suite of non-convex constrained optimization problems from the real-world and some baseline results. Swarm Evol. Comput. 56 (2020)
Ali Jamali, Rammohan Mallipeddi, M. Salehpour, Ahmad Bagheri
Multi-objective differential evolution algorithm with fuzzy inference-based adaptive mutation factor for Pareto optimum design of suspension system. Swarm Evol. Comput. 54 (2020)
Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Rammohan Mallipeddi, Asit Kumar Das
One Sparse Perturbation to Fool them All, almost Always! CoRR (2020)
Bishal Karmakar, Rammohan Mallipeddi, Md. Protiq
Economical Photovoltaic Tree with Improved Angle of Movement Based Sun Tracking System. J. Autom. Mob. Robotics Intell. Syst. 13 (4) (2020)
Sayak Dey, Swagatam Das, Rammohan Mallipeddi
The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering. IJCAI (2020)
Vikas Palakonda, Rammohan Mallipeddi
An Evolutionary Algorithm for Multi and Many-Objective Optimization With Adaptive Mating and Environmental Selection. IEEE Access 8 (2020)
Trinadh Pamulapati, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan
$I_{\rm SDE}$ + - An Indicator for Multi and Many-Objective Optimization. IEEE Trans. Evol. Comput. 23 (2) (2019)
Fitria Wulandari Ramlan, Vikas Palakonda, Rammohan Mallipeddi
Differential Evolutionary (DE) Based Interactive Recoloring Based on YUV Based Edge Detection for Interior Design. ICTC (2019)
Pandiri Venkatesh, Alok Singh, Rammohan Mallipeddi
A Multi-Start Iterated Local Search Algorithm for the Maximum Scatter Traveling Salesman Problem. CEC (2019)
Vikas Palakonda, Rammohan Mallipeddi
KnEA with Ensemble Approach for Parameter Selection for Many-Objective Optimization. BIC-TA (1) (2019)
Partha P. Biswas, Ponnuthurai N. Suganthan, Rammohan Mallipeddi, Gehan A. J. Amaratunga
Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach. Appl. Soft Comput. 75 (2019)
Vikas Palakonda, Rammohan Mallipeddi
MOEA with Approximate Nondominated Sorting Based on Sum of Normalized Objectives. SEMCCO/FANCCO (2019)
Guohua Wu, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan
Ensemble strategies for population-based optimization algorithms - A survey. Swarm Evol. Comput. 44 (2019)
Nandar Lynn, Ponnuthurai Nagaratnam Suganthan, Narasimalu Srikanth, Trinadh Pamulapati, Rammohan Mallipeddi
Unit commitment using time-ahead priority list and heterogeneous comprehensive learning PSO. SSCI (2019)
Noor H. Awad, Mostafa Z. Ali, Rammohan Mallipeddi, Ponnuthurai N. Suganthan
An efficient Differential Evolution algorithm for stochastic OPF based active-reactive power dispatch problem considering renewable generators. Appl. Soft Comput. 76 (2019)
Daniel Dooyum Uyeh, Fitria Wulandari Ramlan, Rammohan Mallipeddi, Tusan Park, Seungmin Woo, Junhee Kim, Yeongsu Kim, Yushin Ha
Evolutionary Greenhouse Layout Optimization for Rapid and Safe Robot Navigation. IEEE Access 7 (2019)
Vikas Palakonda, Noor H. Awad, Rammohan Mallipeddi, Mostafa Z. Ali, Kalyana C. Veluvolu, Ponnuthurai N. Suganthan
Differential Evolution with Stochastic Selection for Uncertain Environments: A Smart Grid Application. CEC (2018)
Vikas Palakonda, Samira Ghorbanpour, Rammohan Mallipeddi
Pareto Dominance-based MOEA with Multiple Ranking methods for Many-objective Optimization. SSCI (2018)
Muhammad Tanveer, Akshansh Gupta, Dhirendra Kumar, Saumya Priyadarshini, Anirban Chakraborti, Rammohan Mallipeddi
Cognitive Task Classification Using Fuzzy Based Empirical Wavelet Transform. SMC (2018)
Samira Ghorbanpour, Rammohan Mallipeddi
Significance of Classifier and Feature Selection in Automatic Identification of Electrical Appliances. SMC (2018)
Noor H. Awad, Mostafa Z. Ali, Rammohan Mallipeddi, Ponnuthurai N. Suganthan
An improved differential evolution algorithm using efficient adapted surrogate model for numerical optimization. Inf. Sci. (2018)
Partha P. Biswas, Ponnuthurai N. Suganthan, Rammohan Mallipeddi, Gehan A. J. Amaratunga
Optimal power flow solutions using differential evolution algorithm integrated with effective constraint handling techniques. Eng. Appl. Artif. Intell. 68 (2018)
Samira Ghorbanpour, Vikas Palakonda, Rammohan Mallipeddi
Ensemble of Pareto-based Selections for Many-objective optimization. SSCI (2018)
Daniel Dooyum Uyeh, Rammohan Mallipeddi, Trinadh Pamulapati, Tusan Park, Junhee Kim, Seungmin Woo, Yushin Ha
Interactive livestock feed ration optimization using evolutionary algorithms. Comput. Electron. Agric. 155 (2018)
Arka Ghosh, Rammohan Mallipeddi, Swagatam Das, Asit Kumar Das
A Switched Parameter Differential Evolution with Multi-donor Mutation and Annealing Based Local Search for Optimization of Lennard-Jones Atomic Clusters. CEC (2018)
Aditya Panda, Rammohan Mallipeddi, Swagatam Das
Particle swarm optimization with a modified learning strategy and blending crossover. SSCI (2017)
Giyoung Lee, Rammohan Mallipeddi, Minho Lee
Trajectory-based vehicle tracking at low frame rates. Expert Syst. Appl. 80 (2017)
Partha P. Biswas, Rammohan Mallipeddi, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
Optimal reconfiguration and distributed generator allocation in distribution network using an advanced adaptive differential evolution. SSCI (2017)
Vikas Palakonda, Rammohan Mallipeddi
Pareto Dominance-Based Algorithms With Ranking Methods for Many-Objective Optimization. IEEE Access 5 (2017)
Arka Ghosh, Swagatam Das, Sankha Subhra Mullick, Rammohan Mallipeddi, Asit Kumar Das
A switched parameter differential evolution with optional blending crossover for scalable numerical optimization. Appl. Soft Comput. 57 (2017)
Muhammad Zeeshan Shirazi, Trinadh Pamulapati, Rammohan Mallipeddi, Kalyana Chakravarthy Veluvolu
Particle Swarm Optimization with Ensemble of Inertia Weight Strategies. ICSI (1) (2017)
Vikas Palakonda, Trinadh Pamulapati, Rammohan Mallipeddi, Partha P. Biswas, Kalyana Chakravarthy Veluvolu
Nondominated sorting based on sum of objectives. SSCI (2017)
Arka Ghosh, Swagatam Das, Rammohan Mallipeddi, Asit Kumar Das, Subhransu Sekhar Dash
A Modified Differential Evolution With Distance-based Selection for Continuous Optimization in Presence of Noise. IEEE Access 5 (2017)
Partha P. Biswas, Rammohan Mallipeddi, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
A multiobjective approach for optimal placement and sizing of distributed generators and capacitors in distribution network. Appl. Soft Comput. 60 (2017)
Amin Jalali, Rammohan Mallipeddi, Minho Lee
Sensitive deep convolutional neural network for face recognition at large standoffs with small dataset. Expert Syst. Appl. 87 (2017)
Venkateswarlu Gonuguntla, Rammohan Mallipeddi, Kalyana C. Veluvolu
Identification of emotion associated brain functional network with phase locking value. EMBC (2016)
Guohua Wu, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan, Rui Wang, Huangke Chen
Differential evolution with multi-population based ensemble of mutation strategies. Inf. Sci. 329 (2016)
Mohanarangam Krithikaa, Rammohan Mallipeddi
Differential evolution with an ensemble of low-quality surrogates for expensive optimization problems. CEC (2016)
Vikas Palakonda, Rammohan Mallipeddi
Rank-Based Nondomination Set Identification with Preprocessing. ICSI (2) (2016)
Jihun Kim, Seonggyu Kim, Rammohan Mallipeddi, Gil-Jin Jang, Minho Lee
Adaptive driver assistance system based on Traffic Information Saliency Map. IJCNN (2016)
Yubo Wang, Krithikaa Mohanarangam, Rammohan Mallipeddi, Kalyana Chakravarthy Veluvolu
Spatial filter and feature selection optimization based on EA for multi-channel EEG. EMBC (2015)
Rammohan Mallipeddi, Minho Lee
An evolving surrogate model-based differential evolution algorithm. Appl. Soft Comput. 34 (2015)
Sangjun O., Rammohan Mallipeddi, Minho Lee
Real Time Hand Gesture Recognition Using Random Forest and Linear Discriminant Analysis. HAI (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rammohan Mallipeddi