Soft computing for problem solving : SocProS 2017.: SocProS 2017. Volume 2 ([2019])
- Record Type:
- Book
- Title:
- Soft computing for problem solving : SocProS 2017.: SocProS 2017. Volume 2 ([2019])
- Main Title:
- Soft computing for problem solving : SocProS 2017.
- 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;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). … (more)
- Issue Display:
- Volume 2
- Volume:
- 2
- Issue Sort Value:
- 0000-0002-0000-0000
- 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).
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- Physical Locations:
- British Library HMNTS - ELD.DS.407562
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