The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018). (2018)
- Record Type:
- Book
- Title:
- The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018). (2018)
- Main Title:
- The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)
- Other Titles:
- AMLTA 2018
- Further Information:
- Note: Aboul Ella Hassanien, Mohamed F. Tolba, Mohamed Elhoseny, Mohamed Mostafa, editors.
- Editors:
- Hassanien, Aboul Ella
Tolba, Mohamed F
Elhoseny, Mohamed
Mostafa, Mohamed - Other Names:
- AMLTA (Conference), 3rd
- Contents:
- Intro; Preface; Organization; Honorary Chair; General Chair; International Advisory Board; Program Chairs; Publicity Chairs; Technical Program Committee; Local Arrangement Chairs; Contents; Swarm Intelligence and Optimization; A Hybrid Grey Wolf-Bat Algorithm for Global Optimization; 1 Introduction; 2 Preliminaries; 2.1 GWO; 2.2 BA; 3 Proposed Hybrid Grey Wolf-Bat Optimization Algorithm; 4 Experimental Results and Discussion; 4.1 CEC2017 Benchmark Suite; 4.2 Results and Parameter Settings; 5 Conclusion and Future Work; References. Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning1 Introduction; 2 Problem Formulation; 3 Observer Design; 4 Fractional Order Sliding Mode PID Controller Design; 4.1 Sliding Mode Controller Design; 4.2 Fractional Order PID Controller Design; 4.3 Parameter Tuning by Particle Swarm Optimization; 5 Numerical Example and Simulation Results; 6 Discussion; 7 Conclusion; References; Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine; 1 Introduction; 2 Optimal Foraging Algorithm. 3 The Proposed OFA for SVM Parameter Optimization Algorithm3.1 Parameters Initialization; 3.2 Fitness Function, Positions Updates and Termination Criteria; 4 Experimental Results and Discussion; 4.1 Datasets Description; 4.2 Results and Discussion; 5 Conclusion; References; Pareto Based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLSIntro; Preface; Organization; Honorary Chair; General Chair; International Advisory Board; Program Chairs; Publicity Chairs; Technical Program Committee; Local Arrangement Chairs; Contents; Swarm Intelligence and Optimization; A Hybrid Grey Wolf-Bat Algorithm for Global Optimization; 1 Introduction; 2 Preliminaries; 2.1 GWO; 2.2 BA; 3 Proposed Hybrid Grey Wolf-Bat Optimization Algorithm; 4 Experimental Results and Discussion; 4.1 CEC2017 Benchmark Suite; 4.2 Results and Parameter Settings; 5 Conclusion and Future Work; References. Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning1 Introduction; 2 Problem Formulation; 3 Observer Design; 4 Fractional Order Sliding Mode PID Controller Design; 4.1 Sliding Mode Controller Design; 4.2 Fractional Order PID Controller Design; 4.3 Parameter Tuning by Particle Swarm Optimization; 5 Numerical Example and Simulation Results; 6 Discussion; 7 Conclusion; References; Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine; 1 Introduction; 2 Optimal Foraging Algorithm. 3 The Proposed OFA for SVM Parameter Optimization Algorithm3.1 Parameters Initialization; 3.2 Fitness Function, Positions Updates and Termination Criteria; 4 Experimental Results and Discussion; 4.1 Datasets Description; 4.2 Results and Discussion; 5 Conclusion; References; Pareto Based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks; Abstract; 1 Introduction; 2 MPLS/GMPLS Networks; 3 Problem Evaluation; 3.1 Total Routing Costs Objective Function; 3.2 Total Load Balancing Costs Objective Function; 4 Proposed Algorithm. 4.1 Pareto Based Bat Algorithm (PBA)5 Experimental Setup; 6 Result Analysis; 7 Conclusion; References; Fish Image Segmentation Using Salp Swarm Algorithm; 1 Introduction; 2 Preliminaries; 2.1 Salp Swarm Algorithm (SSA); 2.2 SLIC Method; 3 Proposed Fish Segmentation Model; 4 Experimental Results and Discussion; 5 Conclusion; References; Swarming Behaviors of Chicken for Predicting Posts on Facebook Branding Pages; 1 Introduction; 2 Preliminaries; 2.1 Adaptive Neuro-Fuzzy Inference System; 2.2 Chicken Swarm Optimization Algorithm; 3 The Proposed Predicting Posts of Facebook Branding Pages. 4 Experiments and Discussion5 Conclusion and Future Work; References; Enhancing AGDE Algorithm Using Population Size Reduction for Global Numerical Optimization; Abstract; 1 Introduction; 2 Adaptive Guided Differential Evolution with Non-linear Population Reduction; 2.1 Novel Mutation Strategy; 2.2 New Adaptive Crossover; 2.3 Setting the Initial Population Size; 2.4 AGDE with Non-linear Population Size Reduction; 3 Evaluation of EAGDE on CECâ#x80;#x99;2013 Benchmark Functions; 3.1 Parameters Setup; 3.2 Comparison Against EAGDE on CECâ#x80;#x99;2013 Benchmark Functions; 4 Conclusion and Future Work. … (more)
- Publisher Details:
- Cham, Switzerland : Springer
- Publication Date:
- 2018
- Extent:
- 1 online resource
- Subjects:
- 006.3/1
Engineering
Machine learning -- Congresses
Artificial intelligence
COMPUTERS -- General
Machine learning
Computers -- Intelligence (AI) & Semantics
Artificial intelligence
Engineering
Computational Intelligence
Artificial Intelligence (incl. Robotics)
Electronic books
Conference papers and proceedings - Languages:
- English
- ISBNs:
- 9783319746906
3319746901 - Related ISBNs:
- 9783319746890
3319746898 - Notes:
- Note: Includes bibliographical references at the end of each chapters and index.
Note: Online resource; title from PDF title page (EBSCO, viewed February 2, 2018). - 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.367104
- Ingest File:
- 03_017.xml