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Keywords

Optimization, Evolutionary Algorithms, Traffic Light Scheduling

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Singapore, India, South Korea

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Employment (3)

Motilal Nehru National Institute of Technology: Prayagraj, Uttar Pradesh, IN

2023-07-03 to present | Assistant Professor (Mathematics)
Employment
Source: Self-asserted source
Shubham Gupta

Nanyang Technological University: Singapore, Singapore, SG

2021-02-08 to 2023-07-02 | Research Fellow (School of Electrical and Electronic Engineering )
Employment
Source: Self-asserted source
Shubham Gupta

Korea University: Seoul, Seoul, KR

2020-01-09 to 2020-03-03
Employment
Source: Self-asserted source
Shubham Gupta

Education and qualifications (3)

Indian Institute of Technology Roorkee: Roorkee, Uttar Pradesh, IN

2015-12-28 to 2019-10-04 | Ph.D. (Mathematics)
Education
Source: Self-asserted source
Shubham Gupta

Indian Institute of Technology Guwahati: Guwahati, Assam, IN

2013-07-01 to 2015-05-21 | M.Sc. (Mathematics)
Qualification
Source: Self-asserted source
Shubham Gupta

Banaras Hindu University: Varanasi, Uttar Pradesh, IN

2010-07-01 to 2013-06-30 | B.Sc. (Hons.) (Mathematics)
Education
Source: Self-asserted source
Shubham Gupta

Works (36)

Fitness and Collaborative Information-Driven Differential Evolution Algorithm for Bound-Constrained and Real-World Application Problems

Arabian Journal for Science and Engineering
2025-03-10 | Journal article
DOI: 10.1007/s13369-025-10081-5
Part of ISSN: 2193-567X
Part of ISSN: 2191-4281
Contributors: Shubham Gupta; Shitu Singh; Shangce Gao
Source: Self-asserted source
Shubham Gupta

Autonomous underwater vehicle path planning using fitness-based differential evolution algorithm

Journal of Computational Science
2025-02 | Journal article
DOI: 10.1016/j.jocs.2024.102498
Part of ISSN: 1877-7503
Contributors: Shubham Gupta; Ayush Kumar; Vinay Kumar; Shitu Singh; Sachin; Mayank Gautam
Source: Self-asserted source
Shubham Gupta

Dmixnet: a dendritic multi-layered perceptron architecture for image recognition

Artificial Intelligence Review
2025-02-13 | Journal article
DOI: 10.1007/s10462-025-11123-y
Part of ISSN: 1573-7462
Contributors: Weixiang Xu; Yaotong Song; Shubham Gupta; Dongbao Jia; Jun Tang; Zhenyu Lei; Shangce Gao
Source: Self-asserted source
Shubham Gupta

Fitness and historical success information-assisted binary particle swarm optimization for feature selection

Knowledge-Based Systems
2024-12 | Journal article | Author
DOI: 10.1016/j.knosys.2024.112699
Part of ISSN: 0950-7051
Contributors: Shubham Gupta; Saurabh Gupta
Source: Self-asserted source
Shubham Gupta

Discrete Grey Wolf Optimizer for Solving Urban Traffic Light Scheduling Problem

Arabian Journal for Science and Engineering
2024-10-08 | Journal article
DOI: 10.1007/s13369-024-09589-z
Part of ISSN: 2193-567X
Part of ISSN: 2191-4281
Contributors: Shubham Gupta; Yi Zhang; Rong Su
Source: Self-asserted source
Shubham Gupta

Diversity-enhanced modified sine cosine algorithm and its application in solving engineering design problems

Journal of Computational Science
2023-09 | Journal article | Author
DOI: 10.1016/j.jocs.2023.102105
Part of ISSN: 1877-7503
Contributors: Shubham Gupta; Rong Su
Source: Self-asserted source
Shubham Gupta

Differential evolution-driven traffic light scheduling for vehicle-pedestrian mixed-flow networks

Knowledge-Based Systems
2023-08 | Journal article | Author
DOI: 10.1016/j.knosys.2023.110636
Part of ISSN: 0950-7051
Contributors: Shubham Gupta; Weihua Shu; Yi Zhang; Rong Su
Source: Self-asserted source
Shubham Gupta

Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution

IEEE/CAA Journal of Automatica Sinica
2023-01 | Journal article
DOI: 10.1109/jas.2023.123018
Part of ISSN: 2329-9266
Part of ISSN: 2329-9274
Contributors: Shubham Gupta; Shitu Singh; Rong Su; Shangce Gao; Jagdish Ch Bansal
Source: Self-asserted source
Shubham Gupta

Multiple individual guided differential evolution with time varying and feedback information-based control parameters

Knowledge-Based Systems
2023-01 | Journal article | Author
DOI: 10.1016/j.knosys.2022.110091
Part of ISSN: 0950-7051
Contributors: Shubham Gupta; Rong Su
Source: Self-asserted source
Shubham Gupta

Diversified sine–cosine algorithm based on differential evolution for multidimensional knapsack problem

Applied Soft Computing
2022-11 | Journal article | Author
DOI: 10.1016/j.asoc.2022.109682
Part of ISSN: 1568-4946
Contributors: Shubham Gupta; Rong Su; Shitu Singh
Source: Self-asserted source
Shubham Gupta

Enhanced harmony search algorithm with non-linear control parameters for global optimization and engineering design problems

Engineering with Computers
2022-10 | Journal article | Author
DOI: 10.1007/s00366-021-01467-8
Part of ISSN: 0177-0667
Part of ISSN: 1435-5663
Contributors: Shubham Gupta
Source: Self-asserted source
Shubham Gupta

An efficient differential evolution with fitness-based dynamic mutation strategy and control parameters

Knowledge-Based Systems
2022-09 | Journal article | Author
DOI: 10.1016/j.knosys.2022.109280
Part of ISSN: 0950-7051
Contributors: Shubham Gupta; Rong Su
Source: Self-asserted source
Shubham Gupta

Enhanced sine cosine algorithm with crossover: A comparative study and empirical analysis

Expert Systems with Applications
2022-07 | Journal article | Author
DOI: 10.1016/j.eswa.2022.116856
Part of ISSN: 0957-4174
Contributors: Shubham Gupta
Source: Self-asserted source
Shubham Gupta

Urban traffic light scheduling for pedestrian–vehicle mixed-flow networks using discrete sine–cosine algorithm and its variants

Applied Soft Computing
2022-05 | Journal article | Author
DOI: 10.1016/j.asoc.2022.108656
Part of ISSN: 1568-4946
Contributors: Shubham Gupta; Yi Zhang; Rong Su
Source: Self-asserted source
Shubham Gupta

Predicting permeability of tight carbonates using a hybrid machine learning approach of modified equilibrium optimizer and extreme learning machine

Acta Geotechnica
2022-04 | Journal article
DOI: 10.1007/s11440-021-01257-y
Part of ISSN: 1861-1125
Part of ISSN: 1861-1133
Contributors: Navid Kardani; Abidhan Bardhan; Shubham Gupta; Pijush Samui; Majidreza Nazem; Yanmei Zhang; Annan Zhou
Source: Self-asserted source
Shubham Gupta

A novel integrated approach of ELM and modified equilibrium optimizer for predicting soil compression index of subgrade layer of Dedicated Freight Corridor

Transportation Geotechnics
2022-01 | Journal article
DOI: 10.1016/j.trgeo.2021.100678
Part of ISSN: 2214-3912
Contributors: Abidhan Bardhan; Anasua GuhaRay; Shubham Gupta; Biswajeet Pradhan; Candan Gokceoglu
Source: Self-asserted source
Shubham Gupta

Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems

Expert Systems with Applications
2021-11 | Journal article
DOI: 10.1016/j.eswa.2021.115351
Part of ISSN: 0957-4174
Contributors: Shubham Gupta; Hammoudi Abderazek; Betül Sultan Yıldız; Ali Riza Yildiz; Seyedali Mirjalili; Sadiq M. Sait
Source: Self-asserted source
Shubham Gupta

Sine cosine grey wolf optimizer to solve engineering design problems

Engineering with Computers
2021-10 | Journal article
DOI: 10.1007/s00366-020-00996-y
Part of ISSN: 0177-0667
Part of ISSN: 1435-5663
Contributors: Shubham Gupta; Kusum Deep; Hossein Moayedi; Loke Kok Foong; Assif Assad
Source: Self-asserted source
Shubham Gupta

Harmonized salp chain-built optimization

Engineering with Computers
2021-04 | Journal article
DOI: 10.1007/s00366-019-00871-5
Part of ISSN: 0177-0667
Part of ISSN: 1435-5663
Contributors: Shubham Gupta; Kusum Deep; Ali Asghar Heidari; Hossein Moayedi; Huiling Chen
Source: Self-asserted source
Shubham Gupta

An efficient equilibrium optimizer with mutation strategy for numerical optimization

Applied Soft Computing
2020-11 | Journal article | Author
DOI: 10.1016/j.asoc.2020.106542
Part of ISSN: 1568-4946
Contributors: Shubham Gupta; Kusum Deep; Seyedali Mirjalili
Source: Self-asserted source
Shubham Gupta

Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis

Expert Systems with Applications
2020-11 | Journal article | Author
DOI: 10.1016/j.eswa.2020.113510
Part of ISSN: 0957-4174
Contributors: Shubham Gupta; Kusum Deep; Ali Asghar Heidari; Hossein Moayedi; Mingjing Wang
Source: Self-asserted source
Shubham Gupta

Enhanced leadership-inspired grey wolf optimizer for global optimization problems

Engineering with Computers
2020-10 | Journal article
DOI: 10.1007/s00366-019-00795-0
Part of ISSN: 0177-0667
Part of ISSN: 1435-5663
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization

Expert Systems with Applications
2020-09 | Journal article | Author
DOI: 10.1016/j.eswa.2020.113395
Part of ISSN: 0957-4174
Contributors: Shubham Gupta; Kusum Deep; Seyedali Mirjalili; Joong Hoon Kim
Source: Self-asserted source
Shubham Gupta

A memory guided sine cosine algorithm for global optimization

Engineering Applications of Artificial Intelligence
2020-08 | Journal article
DOI: 10.1016/j.engappai.2020.103718
Part of ISSN: 0952-1976
Contributors: Shubham Gupta; Kusum Deep; Andries P. Engelbrecht
Source: Self-asserted source
Shubham Gupta

A memory-based Grey Wolf Optimizer for global optimization tasks

Applied Soft Computing
2020-08 | Journal article | Author
DOI: 10.1016/j.asoc.2020.106367
Part of ISSN: 1568-4946
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

An aggregative learning gravitational search algorithm with self-adaptive gravitational constants

Expert Systems with Applications
2020-08 | Journal article | Author
DOI: 10.1016/j.eswa.2020.113396
Part of ISSN: 0957-4174
Contributors: Zhenyu Lei; Shangce GAO; Shubham Gupta; Jiujun Cheng; Gang Yang
Source: Self-asserted source
Shubham Gupta

Hybrid sine cosine artificial bee colony algorithm for global optimization and image segmentation

Neural Computing and Applications
2020-07 | Journal article | Author
DOI: 10.1007/s00521-019-04465-6
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

A novel hybrid sine cosine algorithm for global optimization and its application to train multilayer perceptrons

Applied Intelligence
2020-04 | Journal article | Author
DOI: 10.1007/s10489-019-01570-w
Part of ISSN: 0924-669X
Part of ISSN: 1573-7497
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

Optimal Coordination of Overcurrent Relays Using Improved Leadership-Based Grey Wolf Optimizer

Arabian Journal for Science and Engineering
2020-03 | Journal article
DOI: 10.1007/s13369-019-04025-z
Part of ISSN: 2193-567X
Part of ISSN: 2191-4281
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

An opposition-based chaotic Grey Wolf Optimizer for global optimisation tasks

Journal of Experimental & Theoretical Artificial Intelligence
2019-09-03 | Journal article
DOI: 10.1080/0952813x.2018.1554712
Part of ISSN: 0952-813X
Part of ISSN: 1362-3079
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

An Efficient Grey Wolf Optimizer with Opposition-Based Learning and Chaotic Local Search for Integer and Mixed-Integer Optimization Problems

Arabian Journal for Science and Engineering
2019-08 | Journal article
DOI: 10.1007/s13369-019-03806-w
Part of ISSN: 2193-567X
Part of ISSN: 2191-4281
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

A hybrid self-adaptive sine cosine algorithm with opposition based learning

Expert Systems with Applications
2019-04 | Journal article | Author
DOI: 10.1016/j.eswa.2018.10.050
Part of ISSN: 0957-4174
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

A novel Random Walk Grey Wolf Optimizer

Swarm and Evolutionary Computation
2019-02 | Journal article
DOI: 10.1016/j.swevo.2018.01.001
Part of ISSN: 2210-6502
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

Improved sine cosine algorithm with crossover scheme for global optimization

Knowledge-Based Systems
2019-02 | Journal article
DOI: 10.1016/j.knosys.2018.12.008
Part of ISSN: 0950-7051
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

Random walk grey wolf optimizer for constrained engineering optimization problems

Computational Intelligence
2018-11 | Journal article | Author
DOI: 10.1111/coin.12160
Part of ISSN: 0824-7935
Part of ISSN: 1467-8640
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

Cauchy Grey Wolf Optimiser for continuous optimisation problems

Journal of Experimental & Theoretical Artificial Intelligence
2018-11-02 | Journal article
DOI: 10.1080/0952813x.2018.1513080
Part of ISSN: 0952-813X
Part of ISSN: 1362-3079
Contributors: Shubham Gupta; Kusum Deep
Source: Self-asserted source
Shubham Gupta

Peer review (14 reviews for 8 publications/grants)

Review activity for Artificial intelligence review. (1)
Review activity for Engineering with computers. (2)
Review activity for Frontiers of Information Technology & Electronic Engineering. (1)
Review activity for Information sciences. (2)
Review activity for Journal of electrical systems and information technology. (4)
Review activity for SN Applied Sciences (2)
Review activity for Soft computing. (1)
Review activity for Swarm and evolutionary computation. (1)
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