Bansal J.C., Das K.N., Nagar A., Deep K., Ojha A.K. (Eds.) Soft Computing for Problem Solving: SocProS 2017 Volume 2

Springer Nature Singapore Pte Ltd., 2019. — xvii+991 — (Advances in Intelligent Systems and Computing, vol. 817). — ISBN: 978-981-13-1595-4.The proceedings of SocProS 2017 will serve as an academic bonanza for scientists and researchers working in the field of soft computing. This book contains theoretical as well as practical aspects using fuzzy logic, neural networks, evolutionary algorithms, swarm intelligence algorithms, etc., with many applications under the umbrella of ‘soft computing.’ The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for whichfinding a solution by traditional methods is a difficult task.
The different application areas covered in the proceedings are image processing, cryptanalysis, industrial optimization, supply chain management, newly proposed nature-inspired algorithms, signal processing, problems related to medical and health care, networking optimization problems, etc.Satellite Horizon Effects on Temporal GPS Receiver Position Accuracy over Coastal Area of South India
G. Sasibhushana Rao, B. Lavanya and N. Ashok Kumar
GA_NN: An Intelligent Classification System for Diabetes
Dilip Kumar Choubey, Sanchita Paul and Vinay Kumar Dhandhania
Application of Computer Simulation in Exploring Influence of Alcohol on Aqueous Milieu of a Gut-Brain Octapeptide, Cholecystokinin-8
Apramita Chand, Pragin Chettiyankandy and Snehasis Chowdhuri
Long Short-Term Memory Recurrent Neural Network Architectures for Melody Generation
Abhinav Mishra, Kshitij Tripathi, Lakshay Gupta and Krishna Pratap Singh
A Survey on Recurrent Neural Network Architectures for Sequential Learning
B. Shiva Prakash, K.V. Sanjeev, Ramesh Prakash and K. Chandrasekaran
Test Case Generation and Optimization for Critical Path Testing Using Genetic Algorithm
Deepti Bala Mishra, Rajashree Mishra, Kedar Nath Das and Arup Abhinna Acharya
A Novel PID Controller Designed via Polynomial Approach for Stable/Unstable Second-Order Process with Time Delay
M. Praveen Kumar, M. Manimozhi, P. Ponnambalam and G. Gokulakrishnan
Identification of Bad Data from Phasor Measurement Units Using Evolutionary Algorithms
Polly Thomas, Emil Ninan Skariah, Sheena Thomas, Sandy J. Thomson and Shanmugam Prabhakar Karthikeyan
Image Compression Using Neural Network for Biomedical Applications
G. Sasibhushana Rao, G. Vimala Kumari and B. Prabhakara Rao
Symmetrical Cascaded Switched-Diode Multilevel Inverter with Fuzzy Controller
Y. Viswanath, K. Muralikumar, P. Ponnambalam and M. Praveen Kumar
An Optimized Path Planning for the Mobile Robot Using Potential Field Method and PSO Algorithm
Ravi Kumar Mandava, Sukesh Bondada and Pandu R. Vundavilli
Recommendation Systems: Techniques, Challenges, Application, and Evaluation
Sandeep K. Raghuwanshi and R.K. Pateriya
Parametric Optimization of Turning Process Using Evolutionary Optimization Techniques — A Review (2000 – 2016)
Parthiv B. Rana, Jigar L. Patel and D.I. Lalwani
Image Captioning-Based Image Search Engine: An Alternative to Retrieval by Metadata
Sethurathienam Iyer, Shubham Chaturvedi and Tirtharaj Dash
Minimization of Makespan for Parallel Machines Using PSO to Enhance Caching of MSA-Based Multi-query Processes
Soniya Lalwani, Harish Sharma, Abhay Verma and Kusum Deep
Efficient License Plate Recognition System with Smarter Interpretation Through IoT
K. Tejas, K. Ashok Reddy, D. Pradeep Reddy, K.P. Bharath, R. Karthik and M. Rajesh Kumar
Image Pixel Prediction from Neighborhood Pixels Using Multilayer Perceptron
Ayonya Prabhakaran and Rajarshi Pal
Classification of Histopathological Images Through Bag-of-Visual-Words and Gravitational Search Algorithm
Himanshu Mittal and Mukesh Saraswat
Sentiment Score Analysis and Topic Modeling for GST Implementation in India
Nidhi Singh, Nonita Sharma, Ajay K. Sharma and Akanksha Juneja
Numerical Investigation of Flexural Properties of Curved Layer FDM Parts
Xiongbin Peng, Biranchi Panda, Akhil Garg, H. Guan and M.M. Savalani
Small Signal Stability Enhancement of Power System by Modified GWO-Optimized UPFC-Based PI-Lead-Lag Controller
Narayan Nahak, Soumya Ranjan Sahoo and Ranjan Kumar Mallick
A Robust Accelerated PSO MPPT for Photovoltaic System
Sarat Kumar Sahoo, M. Balamurugan, Piyush Kumar Mishra, Kamakhya Krupa Mishra and Manas Ranjan Meher
Learned Invariant Feature Transform and Extreme Learning Machines for Face Recognition
A. Vinay, Nishanth S. Hegde, S.K. Tejas, Naveen V. Patil, S. Natarajan and K.N. Balasubramanya Murthy
Prediction of NO to NO2 Conversion Efficiency with NTP-Based Diesel Exhaust Treatment Using Radial Basis Functions
Srikanth Allamsetty and Sankarsan Mohapatro
Comparative Analysis of Optimum Capacity Allocation and Pricing in Power Market by Different Optimization Algorithms
Ashok Parmar and Pranav Darji
Improved Grey Wolf Optimizer Based on Opposition-Based Learning
Shubham Gupta and Kusum Deep
Spectrum Sensing for Fading Wireless Channel Using Matched Filter
Suresh Dannana, Babji Prasad Chapa and Gottapu Sasibhushana Rao
Energy Detection-Based Spectrum Sensing for MIMO Wireless Channel with Different Antenna Configurations
Babji Prasad Chapa, Suresh Dannana and Sasibhushana Rao Gottapu
Performance Evaluation of Fuzzy C Means Segmentation and Support Vector Machine Classification for MRI Brain Tumor
B. Srinivas and G. Sasibhushana Rao
Study of Real-Coded Hybrid Genetic Algorithm (RGA) to Find Least-Cost Ration for Non-pregnant Dairy Buffaloes
Ravinder Singh Kuntal, Radha Gupta, Duraisamy Rajendran and Vishal Patil
Multimetrics-Based Objective Function for Low-power and Lossy Networks Under Mobility
Shridhar Sanshi and C.D. Jaidhar
Analysis of User’s Behavior Using Markov Model
X. Arputha Rathina, M. Ponnavaikko, K.M. Mehata and M.S. Kavitha
Analyzing Image Compression Using Generative Adversarial Networks
Amit Adate, Rishabh Saxena and B. Gladys Gnana Kiruba
ANFIS Modeling of Boiling Heat Transfer over Tube Bundles
Abhilas Swain and Mihir Kumar Das
Prediction of Damage Level of Inner Conventional Rubble Mound Breakwater of Tandem Breakwater Using Swarm Intelligence-Based
Neural Network (PSO-ANN) Approach
Geetha Kuntoji, Subba Rao, Manu and Eluru Nava Bharath Reddy
Swarm Intelligence-Based Support Vector Machine (PSO-SVM) Approach in the Prediction of Scour Depth Around the Bridge Pier
B.M. Sreedhara, Manu and S. Mandal
A Multi-scale Retinex with Color Restoration (MSR-CR) Technique for Skin Cancer Detection
Prapti Pandey, Praneet Saurabh, Bhupendra Verma and Basant Tiwari
Generative Power of Hexagonal Prusa Grammar Model Revisited
T. Kamaraj
Substructuring Waveform Relaxation Methods for Parabolic Optimal Control Problems
Bankim C. Mandal
Solution of Optimization Problems in Fuzzy Background Using HVPSO Algorithm
Ashok Pal, Kusum Deep and S.B. Singh
An Analytical Comparative Approach of Cloud Forensic Tools During Cyber Attacks in Cloud
Shaik Khaja Mohiddin, Suresh Babu Yalavarthi and Venkatesh Kondragunta
Prediction of Inverse Kinematics for a 6-DOF Industrial Robot Arm Using Soft Computing Techniques
Golak Bihari Mahanta, B.B.V.L. Deepak, M. Dileep, B.B. Biswal and S.K. Pattanayak
Optimized Design Parameters for the Bidirectional Isolated Boost DC-DC Converter Using Particle Swarm Optimization
Bhatt Kunalkumar, Ram Avtar Gupta and Nitin Gupta
Fine-Tuned Constrained Nelder – Mead SOMA
Dipti Singh and Seema Agrawal
Hybrid System for MPAA Ratings of Movie Clips Using Support Vector Machine
Gagan Vishwakarma and Ghanshyam Singh Thakur
Empirical Study on Features Recommended by LSVC in Classifying Unknown Windows Malware
S.L. Shiva Darshan and C.D. Jaidhar
An Improvised Competitive Swarm Optimizer for Large-Scale Optimization
Prabhujit Mohapatra, Kedar Nath Das and Santanu Roy
Solution of Constrained Optimal Active Power Dispatch Problems Using Exchange Market Algorithm
Abhishek Rajan, T. Malakar and Abhimanyu
Demand Side Management of a Commercial Customer Based on ABC Algorithm
T. Malakar, S.K. Goswami and Abhishek Rajan
Optimal Energy Sharing Within a Solar-Based DC Microgrid
V.S.K.V. Harish, Naqui Anwer and Amit Kumar
Implementation of Hebbian-LMS Learning Algorithm Using Artificial Neural Network
Vartika and Sakshi
Modeling Vas Deferens Smooth Muscle Electrophysiology: Role of Ion Channels in Generating Electrical Activity
Chitaranjan Mahapatra and Rohit Manchanda
Energy-Efficient Data Aggregation Using Cluster-Based Comb – Needle Model in Wireless Sensor Networks
M. Shanmukhi, Rajesh Eshwarawaka, K. Renuka and K. Durga Preethi
Fourth-, Fifth-, Sixth-Order Linear Differential Equations (LDEs) via Homotopy Perturbation Method Using Laplace Transform
Rajnee Tripathi and Hradyesh Kumar Mishra
Lung Cancer Detection: A Deep Learning Approach
Siddharth Bhatia, Yash Sinha and Lavika Goel
Convolutional Neural Network-Based Human Identification Using Outer Ear Images.
Harsh Sinha, Raunak Manekar, Yash Sinha and Pawan K. Ajmera
Experimental Study and Optimization of Process Parameters During WEDM Taper Cutting
Anshuman Kumar, K. Abhishek, K. Vivekananda and Chandramani Upadhyay
Reinforcement Learning-Based Controller for Field-Oriented Control of Induction Machine
Ashish Kushwaha and Madan Gopal
Simulation Modeling for Manufacturing System Application Using Simulink/SimEvents
Om Ji Shukla, Gunjan Soni and Rajesh Kumar
Performance Assessment of Thirteen Crossover Operators Using GA
Ashish Jain, Tripti Mishra, Jyoti Grover, Vivek Verma and Sumit Srivastava
Enhancing Saliency of a Target Object Through Color Modification of Every Object Using Genetic Algorithm
Dipanjan Roy and Rajarshi Pal
Temperature Resolution and Spatial Resolution Improvement of BOCDR-Based DTS System Using Particle Swarm Optimization Algorithm
Tangudu Ramji and Prasant Kumar Sahu
Multi-agent Navigation and Coordination Using GA-Fuzzy Approach
Buddhadeb Pradhan, Diptendu Sinha Roy and Nirmal Baran Hui
A Survey on Pareto-Based EAs to Solve Multi-objective Optimization Problems
Saykat Dutta and Kedar Nath Das
A Novel Optimal Gabor Algorithm for Face Classification
Lingraj Dora, Sanjay Agrawal, Rutuparna Panda and Ajith Abraham
Trapezoidal Intuitionistic Fuzzy Fractional Transportation Problem
Shailendra Kumar Bharati
Chemo-Inspired GA for Non-convex Economic Load Dispatch
Rajashree Mishra and Kedar Nath Das
Test Data Generation for Mutation Testing Using Genetic Algorithm
Deepti Bala Mishra, Rajashree Mishra, Arup Abhinna Acharya and Kedar Nath Das
Local Invariant Feature-Based Gender Recognition from Facial Images
Vivek Kumar Verma, Sumit Srivastava, Tarun Jain and Ashish Jain
Performance Comparison of SMO-Based Fuzzy PID Controller for Load Frequency Control
Debasis Tripathy, Amar Kumar Barik, Nalin Behari Dev Choudhury and Binod Kumar Sahu
A Third-Order Accurate Finite Difference Method and Compact Operator Approach for Mildly Nonlinear Two Spatial Dimensions Elliptic BVPs with Integral Form of Source Term
Navnit Jha, Venu Gopal and Bhagat Singh
How Delay Can Affect the Survival of Species in Polluted Environment
Saroj Kumar Sahani
A Review on Scale Factor Strategies in Differential Evolution Algorithm
Prashant Sharma, Harish Sharma, Sandeep Kumar and Jagdish Chand Bansal
Troop Search Optimization Algorithm for Unconstrained Problems
Biplab Chaudhuri and Kedar Nath Das
Hybrid Grey Wolf Optimizer with Mutation Operator
Shubham Gupta and Kusum Deep
Design a New Protocol and Compare with BB84 Protocol for Quantum Key Distribution
Manish Kalra and Ramesh C. Poonia
MOBI-CLASS: A Fuzzy Knowledge-Based System for Mobile Handset Classification
Prabhash Chandra, Devendra Agarwal and Praveen Kumar Shukla