book

Algorithms

Name: Algorithms
ISBN: 9783111229638

by Sushil C. Dimri, Abhay Saxena, Bhuvan Unhelkar, Akshay Kumar

June 2024

Intermediate to advanced

189 pages

6h 33m

English

De Gruyter

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Rajiv Ranjan Giri, Richa Indu, Sushil Chandra Dimri Machine learning-enabled techniques for speech categorization
1 Introduction2 Recent trends in speech categorization3 Proposed methodology3.1 Categorizing comments3.2 Data acquisition and preprocessing3.3 The proposed algorithm4 Results and discussion4.1 Hijab case (Karnataka)4.2 Boycott movies dataset4.3 Dharamsansad (Haridwar)5 Conclusion
Akash Dogra, Shiv Ashish Dhondiyal, Sushil Chandra Dimri Comprehensive study of cybersecurity issues and challenges
1 Introduction2 Cybercrime3 Cyberspace threats4 Notable recent cybercrime5 Cybersecurity6 Cybersecurity policy7 Future direction8 Conclusion
Chandrashekhar Patel, Bhanu Priya Yadav, Aditi Saxena An energy-efficient FPGA-based implementation of AES algorithm using HSTL IO standards for new digital age technologies
1 Introduction1.1 The Advanced Encryption Standard (AES)1.2 FPGA1.3 HSTL (high-speed transceiver logic) IO standard2 Literature review3 Design methodology3.1 Simulation3.2 RTL analysis3.3 Synthesis3.4 Implementation3.5 Program and debug4 Results and analysis4.1 Computing total power consumption of HSTL_I_184.2 Computing total power consumption of HSTL_II4.3 Computing total power consumption of HSTL_II_185 Conclusion6 Future scope
Bhawnesh Kumar, Ashwani Kumar, Harendra Singh Negi, Ishwari Singh Rajput A comparative study on security issues and clustering of wireless sensor networks
1 Introduction1.1 Popular research areas of WSNs1.2 Comparison of clustering objectives and energy consumption of node1.3 Security and privacy issues in WSN2 Critical literature review3 Research gaps identified4 Conclusion
Deonarain Brijlall, Tauqeer Ahmed Usmani, Richa Indu Heuristic approach and its application to solve NP-complete traveling salesman problem
1 Introduction2 Related work3 Techniques and mathematical models3.1 The traveling salesman problem3.2 Nearest neighbor approach3.3 Greedy approach3.4 The proposed heuristic solution4 Results and discussion4.1 Identifying the optimal route of a milk van for 10 houses4.2 Identifying the optimal route of a milk van for 20 houses5 Conclusion
Megha Shah, Akshay Kumar, Shristi Kharola, Mangey Ram Assessment of fake news detection from machine learning and deep learning techniques
1 Introduction2 Literature survey3 Methodology3.1 Natural language processing (NLP)3.2 Machine learning (ML)3.3 Deep learning (DL)3.4 Study framework3.5 Datasets3.6 Data cleaning steps (preprocessing the dataset)3.7 Models utilized in the study4 Results and analysis of datasets4.1 Results for dataset 14.2 Result for dataset 25 Conclusion and future work
Harendra Singh Negi, Aditya Bhatt, Vandana Rawat Spam mail detection various machine learning methods and their comparisons
1 Introduction2 Related works3 Purposed work4 Implementation and result4.1 Performance metrics4.2 Time elapsed4.3 AUC-ROC4.4 PR curve5 Conclusion
Rahul Bijalwan, Vandana Rawat, Akshita Patwal, Sudhanshu Maurya Cybersecurity threats in modern digital world
1 Introduction2 Literature review3 Issues in cybersecurity4 Attacks with their classification4.1 Phishing4.2 SQL injection4.3 Brute force attack4.4 Malware4.5 Man-in-the-middle5 Data breaches6 Conclusion
Parth Gautam, Apurva Omer, Jeetendra Pande, Devesh Bora Mechanism to protect the physical boundary of organization where the private and public networks encounter
1 Introduction2 Literature review3 Purpose and objectives4 Overview of private and public networks5 Security considerations for private and public networks5.1 Network segmentation5.2 Segmentation techniques5.3 Use of firewalls and intrusion prevention systems (IPS)5.4 Access control mechanisms5.5 Network access control (NAC) solutions5.6 Physical security measures6 Future trends and considerations7 Conclusion
Bhawnesh Kumar, Aditya Bhatt, Neeraj Panwar By combining binary search and insertion sort, a sorting method for small input size
1 Introduction2 Related works3 Proposed work3.1 Algorithm3.2 Time complexity3.3 In the worst case of binary insertion sort3.4 For average case of binary insertion sort3.5 Time complexity analysis4 Numerical illustration5 Conclusion

Index

Content preview from Algorithms

Heuristic approach and its application to solve NP-complete traveling salesman problem

Deonarain Brijlall

Tauqeer Ahmed Usmani

Richa Indu

Abstract

Since long ago, a suitable solution to the traveling salesman problem in different scenarios has always been a popular problem for research. Various heuristic and evolutionary approaches have been designed for it. We developed a simple heuristic approach to identify n optimal routes from ⁿC₂ routes abiding a degree constraint, where only those routes are selected in the set of feasible routes (Hx), which have a degree less than or equal to 2. We implemented the present tactic on the milk delivery problem, that is, to determine the best route for a milk van supplying milk to (i) 10 houses and ...

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ISBN: 9783111229638

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Algorithms

by Sushil C. Dimri, Abhay Saxena, Bhuvan Unhelkar, Akshay Kumar