The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018). (2018)

• Record Type: Book
• 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 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.
• 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.