Soft computing for problem solving : SocProS 2017.: SocProS 2017. Volume 2 ([2019])

• Record Type: Book
• Further Information: Note: Jagdish Chand Bansal, Kedar Nath Das, Atulya Nagar, Kusum Deep, Akshay Kumar Ojha, editors.
• Other Names: Bansal, Jagdish Chand; Das, Kedar Nath; Nagar, Atulya K; Deep, Kusum; Ojha, Akshay Kumar; International Conference on Soft Computing for Problem Solving, 7th
• Contents: Intro; Preface; About the Book; Contents; About the Editors; Satellite Horizon Effects on Temporal GPS Receiver Position Accuracy over Coastal Area of South India; 1 Introduction; 2 Iterative Least Squares for Position Error Analysis; 3 Geometrical Dilution of Precision (GDOP); 4 Results and Discussion; 5 Conclusions; References; GA_NN: An Intelligent Classification System for Diabetes; 1 Introduction; 2 Problem Specifications; 3 Proposed Methodology; 3.1 Used Diabetes Disease Dataset; 3.2 Used Classification Technique; 3.3 GA for Attributes Selection. 3.4 RBF NN, MLP NN for Classification on Selected Features4 Results and Discussion of Proposed Methodology; 5 Conclusions and Future Work; References; Application of Computer Simulation in Exploring Influence of Alcohol on Aqueous Milieu of a Gut-Brain Octapeptide, Cholecystokinin-8; 1 Introduction; 2 Models and Simulations; 2.1 Principle of Molecular Dynamics Simulations; 2.2 Models and Methodologies; 3 Results and Discussion; 3.1 Solvation Structure; 3.2 Hydrogen Bonding Properties and Dynamics; 3.3 Solvent Translational Dynamics; 3.4 Clustering Analysis; 4 Conclusions; References. Long Short-Term Memory Recurrent Neural Network Architectures for Melody Generation1 Introduction; 2 Recurrent Neural Networks; 2.1 Training Recurrent Networks; 2.2 Challenges of Long-Term Dependencies; 3 LSTM Architecture; 3.1 Long Short-Term Memory (LSTM); 4 Overview of Training Process; 5 Implementation of Melody Generation; 5.1 Char-RNN Model; 5.2 Input Dataset: ABC Notation; 6 Results and Discussion; 6.1 Checkpoints and Minimum Validation Loss; 6.2 Decreasing the Batch Parameter; 6.3 Turing Test; 7 Conclusion; References. A Survey on Recurrent Neural Network Architectures for Sequential Learning1 Introduction; 2 Key Concepts; 2.1 Recurrent Neural Network; 2.2 LSTM; 2.3 Glove; 2.4 Sequence-to-Sequence Model; 3 Proposed Methodology; 4 Data and Implementation; 5 Experimental Results and Evaluation; 6 Conclusion and Future Work; References; Test Case Generation and Optimization for Critical Path Testing Using Genetic Algorithm; 1 Introduction; 2 Genetic Algorithm; 2.1 Real-Coded Genetic Algorithm; 2.2 Average Crossover; 2.3 Gaussian Mutation; 2.4 Fitness Function; 3 Literature Survey. 4 Proposed Algorithm for Total Path Coverage5 Implementation of RCGAPC; 5.1 Case Study 1: Triangle Classifier Problem; 6 Experimental Setup; 6.1 Procedure in RCGAPC; 6.2 Result Analysis; 6.3 Comparison with Related Work; 7 Evaluation and Validation of RCGAPC; 7.1 Case Study 2: Finding GCD of Two Numbers; 7.2 Comparison with Related Work; 8 Conclusion and Future Work; References; A Novel PID Controller Designed via Polynomial Approach for Stable/Unstable Second-Order Process with Time Delay; 1 Introduction; 2 Design of Controller; 2.1 Design of G_c; 2.2 Selection of 3 Design of Set Point Filter (F).
• Publisher Details: Singapore : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 006.3; Soft computing -- Congresses; Problem solving -- Data processing -- Congresses; COMPUTERS -- General; Problem solving -- Data processing; Soft computing; Conference papers and proceedings; Electronic books
• Languages: English
• ISBNs: 9789811315954; 9811315957
• Related ISBNs: 9789811315947; 9811315949
• Notes: Note: Includes bibliographical references and index.; Note: Description based on online resource; title from digital title page (viewed on July 10, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.