Research Interests
Operations Research, Nature Inspired Optimization Techniques, Soft Computing, Evolutionary Algorithms, Swarm Intelligence Techniques, Artificial Intelligence and Data Science, Parallel Computing
BioSketch
Research
An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges
2023
Kanchan Rajware, KUSUM DEEP and Swagatam Das | Springer
Journal: Artificial Intelligence Review
Improved Teaching Learning Algorithm with Laplacian Operator for Solving Nonlinear Engineering Optimization Problems
2023
Vanita Garg, KUSUM DEEP and Sahil Bansal | Elsevier
Journal: Engineering Applications of Artificial Intelligence
A Modified Levy Flight Grey Wolf Optimizer Feature Selection Approach to Breast Cancer Data set
2023
Preeti and KUSUM DEEP | Springer
Journal: Lecture Notes in Networks and Systems
Solving Structural and Reliability Optimization Problems Using efficient mutation Strategies embedded in Sine-Cosine Algorithm
2023
M. Banerjee, Vanita Garg & KUSUM DEEP | Springer
Journal: International Journal of System Assurance and Engineering Management
Laplacian Salp Swarm Algorithm for Continuous Optimization
2023
Prince Solanki and KUSUM DEEP | Springer
Journal: International Journal of System Assurance Engineering and Management
Solving Portfolio Optimization Using Sine-Cosine Algorithm Embedded Mutation Operations
2023
M. Banerjee, Vanita Garg & KUSUM DEEP | Springer
Journal: Women in Engineering and Science, Design and Applications of Nature Inspired Optimization Pages: 89-131 ,
Biogeography Based Optimization with Salp Swarm optimizer inspired operator for solving non-linear continuous optimization problems
2023
Vanita Garg, KUSUM DEEP, Khalid Abdulaziz Alnowibet, Hossam M. Zawbaa, Ali Wagdy Mohamed | Elsevier
Journal: Alexandria Engineering Journal Pages: 321-341 , Volumes: 73 ,
Constrained laplacian biogeography-based optimization for economic load dispatch problems
2022
Vanita Garg, Kusum Deep, N. P. Padhy | Springer
Journal: Process Integration and Optimization for Sustainability Pages: 483-496 , Volumes: 6(2) ,
A Random Walk Grey Wolf Optimizer based on dispersion factor for feature selection on Chronic Disease Prediction
2022
Preeti and KUSUM DEEP | Elsevier
Journal: Expert Systems with Applications Pages: 117864 , Volumes: 206 ,
Discrete Salp Swarm Algorithm for Euclidean Travelling Salesman Problems
2022
Panwar, K. & DEEP, K | Springer
Journal: Applied Intelligence Pages: 11420–11438 , Volumes: 53 ,
Single and multi-objective optimization of nanofluid flow in flat tube to enhance heat transfer using antlion optimizer algorithms
2021
Shail Dinkar and KUSUM DEEP | Springer
Journal: International Journal of System Assurance Engineering and Management Pages: 1026-1035 , Volumes: 12(6) ,
Harmonized Salp Chain-built Optimization
2021
Shubham Gupta, KUSUM DEEP, Ali Asgar Heidari, Hossein Moayedi and Huiling Chen | Springer
Journal: Engineering with Computers, Springer Pages: 1049-1079 , Volumes: 37(2) ,
Discrete Grey Wolf Optimizer for Symmetric Travelling Salesman Problem
2021
Karuna Panwar and KUSUM DEEP | Elsevier
Journal: Applied Soft Computing Pages: 107298 , Volumes: 105 ,
Sine cosine grey wolf optimizer to solve engineering design problems
2021
Shubham Gupta, KUSUM DEEP, H Moayedi, LK Foong, A Assad | Springer
Journal: Engineering with Computers Pages: 3123-3149 , Volumes: 37 (4) ,
Transformation Operators based Grey Wolf Optimizer for Travelling Salesman Problem
2021
Karuna Panwar and KUSUM DEEP | Elsevier
Journal: Journal of Computational Science Pages: 101454 , Volumes: 55 ,
Opposition-based Laplacian equilibrium optimizer with application in image segmentation using multilevel thresholding
2021
SK Dinkar, KUSUM DEEP, S Mirjalili, S Thapliyal | Elsevier
Journal: Expert Systems with Applications Pages: 114766 , Volumes: 174(8) ,
An efficient equilibrium optimizer with mutation strategy for numerical optimization
2020
16. Shubham Gupta, KUSUM DEEP and S. Mirjalili | Elsevier
Journal: Applied Soft computing Volumes: 96 ,
Optimal coordination of overcurrent relays using improved leadership-based grey wolf optimizer
2020
24. Shubham Gupta and KUSUM DEEP | Springer
Journal: Arabian Journal for Science and Engineering Pages: 2081-2091 , Volumes: 35(3) ,
A novel hybrid sine cosine algorithm for global optimization and its application to train multilayer perceptron
2020
Shubham Gupta and KUSUM DEEP | Springer
Journal: Applied Intelligence Pages: 993-1026 , Volumes: 50 (4) ,
A Hybrid sine cosine artificial bee colony algorithm for global optimization and image segmentation
2020
Shubham Gupta and KUSUM DEEP | Elsevier
Journal: Neural Computing and Applications Pages: 9521-9543 , Volumes: 32 (13) ,
Accelerated Grey Wolf Optimizer for continuous Optimization Problems
2020
Shubham Gupta, Kusum Deep and S. Mirjalili | Inderscience
Journal: International Journal of Swarm Intelligence Pages: 22-50 , Volumes: 5(1) ,
A memory guided sine cosine algorithm for global optimization
2020
Shubham Gupta, Kusum Deep and Andries P. Engelbrecht | Elsevier
Journal: Engineering Applications of Artificial Intelligence Pages: 103718 , Volumes: 93 ,
Sine cosine grey wolf optimizer to solve engineering design problems
2020
Shubham Gupta, Kusum Deep, H. Moayedi, Loke Kok Foong & Assif Assad | Springer
Journal: Engineering with Computers
Opposition-based Learning Harris Hawks Optimization with Advanced Transition Rules: Principles and Analysis
2020
Shubham Gupta and Kusum Deep Ali Asgar Heidari, Hossein Moayedi and Mingjing Wang: | Elsevier
Journal: Expert System with Applications
A memory-based grey wolf optimizer for global optimization tasks
2020
Shubham Gupta and Kusum Deep | Elsevier
Journal: Applied Soft Computing
A Modified Sine Cosine Algorithm with Novel Transition Parameter and Mutation Operator for Global Optimization
2020
Shubham Gupta, Kusum Deep, S. Mirjalili and J.H. Kim | Elsevier
Journal: Expert Systems with Applications
Harmonized Salp Chain-built Optimization
2019
Shubham Gupta, Kusum Deep, Ali Asgar Heidari, Hossein Moayedi and Huiling Chen | Springer
Journal: Engineering with Computers
A novel Random Walk Grey Wolf Optimizer
2019
Shubham Gupta and Kusum Deep | Elsevier
Journal: Swarm and Evolutionary Computation
Enhanced leadership-inspired grey wolf optimizer for global optimization problems
2019
Shubham Gupta and Kusum Deep | Springer
Journal: Engineering with Computers
Honors And Awards
Ranked 10113 in the world and 100 in India, in Research.com 2023 Ranking of Best Scientists in Computer Science
Awarded consultancy Project, Immersive deep-dive on Machine Learning Algorithms
Confederation of Indian Industries
2022
Featured in the Summit organized for the release of a Compendium titled “Women in STEM: Vanguards of India@75” 2022”
Stanford University Ranking 2022, conducted by Elsevier
2022
Featured among top 2% scientists in the world
DIVYA HIMGIRI, VMSB Uttarakhand Technical University, UCOST and SRADSTA
2022
Uttarakhand State Level “Excellence in Research of the Year 2022 Award”
Confederation of Indian Industries
2021
Featured in the ebook “Women in STEM-2021”
Stanford University Ranking 2021, conducted by Elsevier,
2021
Featured among top 2% scientists in the world
POWER Grant SERB, Minimizing the side-effects of various vaccines for nCOVID-19 using advanced Data Analytics and Nature Inspired Optimization Techniques
Joint Faculty, Mehta Family School of Data Science and Artificial Intelligence
Liverpool Hope University, UK
2019
Visiting Professor
Inter. Conf. on Operations Research and Decision Sciences, IIM Visakhapatanam
2019
Best Paper Award
University of Technology, Sydney, Australia
2019
Visiting Professor
University of Wollongong, Australia
2019
Visiting Professor
Association of Inventory Academicians and Practitioners on Emerging Trends in Inventory
2018
AIAP Excellence Award
Seoul, Korea University, Korea
2015
Best Paper Award
Soft Computing Research Society, New Delhi
2014
Founding President
Computer Society of India
2010
Senior Life Member
Operations Research Society of India
2007
Senior Member
Department of Science Technology
2007
Expert
Operations Research Society of India
2007
Special facilitation in memory of late Prof. M. C. Puri
Railway Bulletin of Indian Railways
2005
Best Paper Award
University Grants Commission
2002
Career Award
Commission of European Communities Brussels
1993
Post Doctoral Fellowship
University of Roorkee
1991
Khosla Award
University of Roorkee
1984
Gold Medal in M.Phil
University Grants Commission
1984
UGC NET Scholarship
Centre for Advance Studies in Mathematics, Panjab University Chandigarh
1975
UGC National Merit Scholarship for B.Sc Honours
Kendriya Vidyala School Roorkee
1974
First in Class Higher Secondary
Teaching Engagements
Students
AI in Health care
01 Jan 2023 - Present
Other Supervisors: Prof. Millie Pant, Scholar: Shubham Johri
AI in Agriculture
30 Jul 2022 - Present
Other Supervisors: Prof. Millie Pant, Scholar: Aashu
Dynamic Pricing using Reinforcement Learning
30 Jul 2021 - Present
Other Supervisors: Prof. Millie Pant, Scholar: Deepak Kumar Yadav
Applications of Circle Packing Problem using Real Coded Genetic Algorithms
01 Jan 2019 - Present
Other Supervisors: , Scholar: Yogesh Kumar
Nature Inspired Optimization Techniques
01 Jan 2019 - Present
Other Supervisors: , Scholar: Kanchan Rajware
Nature Inspired Optimization Techniques
01 Jan 2018 - Present
Other Supervisors: , Scholar: Manish Kumar Singh
AI in Health care using Nature Inspired Optimization Techniques
01 Jan 2018 - Present
Other Supervisors: , Scholar: Preeti
Solution of The Travelling Salesman Problem and The Quadratic Assignment Problem using Novel Heuristics
01 Jan 2018 - Present
Other Supervisors: , Scholar: Karuna Panwar
Nature Inspired Optimization
01 Jan 2017 - Present
Other Supervisors: Prof. Seyedali Mirjalili Griffith University, Australia, Scholar: Ashish Kumar Dixit
New variants of Salp Swarm Algorithm for Energy Related Optimization Problems
01 Jan 2017 - Present
Other Supervisors: , Scholar: Prince Solanki
Design and Applications Of Ant Lion Optimizer
01 Jan 2015 - 30 Jun 2019
Other Supervisors: , Scholar: Shail Kumar Dinkar
Variants of Grey Wolf Optimizer and Sine Cosine Algorithm for global optimization and their applica
01 Jan 2015 - 30 Jun 2019
Other Supervisors: , Scholar: Shubham Gupta
Design and Applications of Spider Monkey Optimization
01 Jan 2013 - 30 Jun 2018
Other Supervisors: , Scholar: Kavita Gupta
Design and Applications of New Harmony Search Algorithms
01 Jan 2014 - 30 Jun 2017
Other Supervisors: , Scholar: Assif Assad
Design and Applications of Biogeography Based Optimization
01 Jan 2014 - 30 Jun 2017
Other Supervisors: , Scholar: Vanita Garg
An Improvised ABC Algorithm and its GPU-aided Application for Avalanche Forecasting
01 Jan 2012 - 30 Jun 2017
Other Supervisors: , Scholar: Amreek Singh
Novel Gravitational Search Algorithms and their Applications
01 Jan 2012 - 30 Jun 2016
Other Supervisors: , Scholar: Amarjeet Singh
New PSO Based Membrane Algorithms for Chess, Sudoku and other Applications
01 Jan 2012 - 30 Jun 2016
Other Supervisors: , Scholar: Garima Singh
Improvised Particle Swarm Optimization Algorithms and their Applications to Determine Hypocentral Pa
31 Aug 2010 - 30 Jun 2013
Other Supervisors: Sushil Kumar Rohella, Wadia Institute of Himalayan Geology Dehradun, Scholar: Anupam Yadav
Particle Swarm Optimization: Improvements, Applications, and Parallelization
31 Aug 2010 - 30 Jun 2013
Other Supervisors: , Scholar: Madhuri
New variants of Particle Swarm Optimization and their Applications in Process Industry
31 Aug 2010 - 30 Jun 2013
Other Supervisors: Millie Pant, Scholar: Pinkey Chauhan
Design and Applications of Genetic Algorithms for Traveling Salesman Problems
31 Aug 2009 - 30 Jun 2012
Other Supervisors: , Scholar: Hadush
Optimization in Bio related optimization problems
30 Sep 2008 - 30 Jun 2011
Other Supervisors: Prof. V. K. Katiyar, Dr. C. K. Katiyar, Scholar: Shashi Barak
Particle Swarm Intelligence and their Applications
31 Aug 2006 - 30 Jun 2009
Other Supervisors: , Scholar: Jagdish Chand Bansal
Multi Criteria Decision Making Techniques for Engineering and Management Problems
31 Aug 2005 - 30 Jun 2009
Other Supervisors: Prof. M. L. Kansal, Scholar: Krishna Pratap Singh
Design and Applications of Hybrid Genetic Algorithms for Function Optimization
31 Aug 2004 - 30 Jun 2008
Other Supervisors: , Scholar: Kedar Nath Das
Hybrid Genetic Algorithms and their Applications
31 Aug 2002 - 30 Jun 2007
Other Supervisors: , Scholar: Dipti
New Real Coded Genetic Algorithms for Global Optimization
31 Aug 2002 - 30 Jun 2007
Other Supervisors: , Scholar: Manoj Thakur
Genetic Algorithms for Global Optimization and their Applications
31 Aug 1999 - 07 Jul 2003
Other Supervisors: , Scholar: Millie Pant
Miscellaneous
Liverpool Hope University, UK
2019-02-01
Research Collaboration with Prof. A. K. Nagar, Pro-Vice Chancellor, Liverpool Hope University under my role as visiting Professor. Also, as one of the General Chair of 9th International Conference on Soft Computing for Problem Solving, held at Liverpool H
University of Technology Sydney Australia
2022-10-02
Research collaboration with Prof. Mukesh Prasad
University of Technology, Sydney, Australia
2019-07-20
Present a seminar talk and Research Collaboration with Prof. Mukesh Prasad
University of Wollongong, Australia
2019-07-20
Present invited talk and research collaboration with Prof. Song Ping Zhou.
Macquarie University, Australia
2017-12-04
Keynote talk at a conference
Korea University, Korea
2015-08-19
Research collaboration with Prof. J.H. Kim and Present Keynote talk at International Conference on Harmony Search
Liverpool Hope University
2014-06-01
Research Collaboration with Prof. A. K. Nagar
Queensland University of Technology, Brisbane, Australia
2012-06-13
Attend Conference on Evolutionary Computations
Centre for Applicable Mathematics and Systems Science (CAMSS), Liverpool Hope University, UK
2011-02-01
Research Collaboration with Prof. A. K. Nagar
Liverpool Hope University, UK
2010-09-08
Present Keynote address at IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2010), Liverpool Hope University, Liverpool, UK.
National University of Singapore
2007-09-08
Present paper in Conference
10. Univ. of Birmingham, UK
2006-10-12
Invited Talk
11. Univ. of Nottingham, UK
2006-10-14
Present invited talk
For my NPTEL Course on Operations Research Click here
TEXT BOOK AUTHORED
1. “Optimization Techniques”, jointly with Prof. C. Mohan
Indian Ed., New Age, New Delhi, 2009 and
Foreign Ed., New Age Science, UK, 2009.
2. "Nature Inspired Optimization - An Introduction", jointly with Prof C. Mohan, Tata McGraw Hill (Under process)
EDITED BOOK SERIES
Algorithms for Intelligent Systems, Springer, ISSN: 2524-7565
Series Editors: Bansal, Jagdish Chand, Deep, Kusum, Nagar, Atulya K
EDITED BOOK
Shishir K. Shandilya, Smita Shandilya, KUSUM DEEP and Atulya K. Nagar: Handbook of Research on Soft Computing and Nature-Inspired Algorithms, IGI Global, SCOPUS, Release Date: March, 2017.
INTERNATIONAL CONFERENCE PROCEEDINGS EDIITED
- Nagar, A.K., Deep, K., Bansal, J.C., Das, K.N. (Eds.) Series: Advances in Intelligent Systems and Computing. Proceedings, 9th International Conference on Soft Computing for Problem Solving, SocProS 2019, Vol. 1 and Vol. 2.
- Das, K.N., Bansal, J.C., Deep, K., Nagar, A., Ponnambalam, P., Naidu, R.C. (Eds.) Series: Advances in Intelligent Systems and Computing. Proceedings, 8th International Conference on Soft Computing for Problem Solving, SocProS 2018, Vol.1 and Vol. 2
- Yadav, N, Yadav A, Bansal,J.C., Deep, K., Kim, J.H. (Eds.) Series: Advances in Intelligent Systems and Computing. Proceedings, 7Th International Conference on Harmony Search and Nature Inspired Optimization Algorithms (ICHSA 2018)
- Bansal,J.C., Das,K.N., Nagar, A.K., Deep, K., Ojha, A.K. (Eds.), Series: Advances in Intelligent Systems and Computing. Proceedings of the Seventh International Conference on Soft Computing for Problem Solving, SocProS 2017, Vol.1 and Vol. 2
- Deep, K., M. Jain and Said Salhi (Eds.) Series: Asset Analytics, Proceedings, International Conference on Recent Trends in Operations Research and Statistics, (RTORS 2017). Performance Prediction and Analytics of Fuzzy, Reliability and Queueing Models, Logistics, Supply Chain and Financial Predictive Analytics. and Decision Science in Action
- Deep, K., Bansal,J.C.,Das,K.N., Lal, A.K., Garg, H., Nagar, A.K., Pant, M. (Eds.) Series: Advances in Intelligent Systems and Computing. Proceedings, 6th International Conference on Soft Computing for Problem Solving, SocProS 2016, Vol.1 and Vol. 2
- Pant, M., Deep, K., Bansal, J.C., Nagar, A., Das, K.N. (Eds.) Series: Advances in Intelligent Systems and Computing, Vol. 416, 2016, Proceedings, 5th International Conference on Soft Computing for Problem Solving SocProS 2015, Vol. 1 and Vol. 2
- Das, K.N., Deep, K., Pant, M., Bansal, J.C., Nagar, A. (Eds.) Series: Advances in Intelligent Systems and Computing, Vol. 335, 2014, Proceedings, 4th International Conference on Soft Computing for Problem Solving SocProS 2014, Vol. 1 and Vol. 2
- Pant, M., Deep, K., Nagar, A., Bansal, J.C. (Eds.) Series: Advances in Intelligent Systems and Computing, Vol. 258, 2014, Proceedings, 3rd International Conference on Soft Computing for Problem Solving SocProS 2013, Vol. 1 and Vol. 2
- Babu, B.V.; Nagar, A.; Deep, K.; Pant, M.; Bansal, J.C.; Ray, K.; Gupta, U. (Eds.) Series: Advances in Intelligent Systems and Computing, Vol. 236, 2013, Proceedings, 2nd International Conference on Soft Computing for Problem Solving (SocProS 2012)
- J. C. Bansal, P. K. Singh, Kusum Deep, Millie Pant, Atulya K. Nagar (Eds.) Series: Advances in Intelligent Systems and Computing, Vol. 201 and Vol. 202, Proceedings, 7th International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), Vol. 1 and Vol. 2.
- K. Deep, A. K. Nagar, Millie Pant, J. C. Bansal (Eds.), Series: Advances in Intelligent and Soft Computing, Vol. 130 and Vol. 131, 2012, Proceedings, 1st International Conference on Soft Computing for Problem Solving (SocProS 2011), Vol. 1 and Vol. 2.
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For my selected Papers in International Peer Reviewed Journals click here
For my brief CV click here
Scopus ID: https://bit.ly/2WWsVt7
ORCID ID: https://bit.ly/30JXROq
Researcher ID: C-5028-2011
Google Scholar:https://bit.ly/32UAB2S
Linkedln: http://linkedin.com/in/kusum-kusumdeep-18927463
