Simulated Evolution and Learning : 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings /
| Corporate Author: | |
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| Other Authors: | , , , , , , , , |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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| Edition: | 1st ed. 2017. |
| Series: | Theoretical Computer Science and General Issues ;
10593 |
| Subjects: |
Table of Contents:
- Evolutionary Optimisation
- Maximum Likelihood Estimation based on Random Subspace EDA: Application to Extrasolar Planet Detection
- Evolutionary Games Network Reconstruction by Memetic Algorithm with l1/2 Regularization
- A Simple Brain Storm Optimization Algorithm via Visualizing Confidence Intervals
- Simulated Annealing with a Time-slot Heuristic for Ready-mix Concrete Delivery
- A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method
- Using Parallel Strategies to Speed Up Pareto Local Search
- Differential evolution based hyper-heuristic for the flexible job-shop scheduling problem with fuzzy processing time
- ACO-iRBA: A Hybrid Approach to TSPN with Overlapping Neighborhoods
- An Evolutionary Algorithm with A New Coding Scheme for Multi-objective Portfolio Optimization
- Exact Approaches for the Travelling Thief Problem
- On the Use of Dynamic Reference Points in HypE
- Multi-Factorial Evolutionary Algorithm Based on M2M Decomposition
- An Efficient Local Search Algorithm for Minimum Weighted Vertex Cover on Massive Graphs
- Interactive Genetic Algorithm with Group Intelligence Articulated Possibilistic Condition Preference Model
- GP-Based Approach to Comprehensive Quality-Aware Automated Semantic Web Service Composition
- Matrix Factorization based Benchmark Set Analysis: A Case Study on HyFlex.-Learning to Describe Collective Search Behavior of Evolutionary Algorithms in Solution Space
- Evolutionary Multiobjective Optimisation
- A Hierarchical Decomposition-based Evolutionary Many-objective Algorithm
- Adjusting Parallel Coordinates for Investigating Multi-Objective Search
- An Elite Archive-based MOEA/D Algorithm
- A constraint partitioning method based on minimax strategy for constrained multiobjective optimization problems
- A Fast Objective Reduction Algorithm based on Dominance Structure for Many Objective Optimization
- A memetic algorithm based on decomposition and extended search for Multi-Objective Capacitated Arc Routing Problem
- Improvement of reference points for decomposition based multi-objective evolutionary algorithms
- Multi-Objective Evolutionary Optimization for Autonomous Intersection Management
- Study of an adaptive control of aggregate functions in MOEA/D
- Use of Inverted Triangular Weight Vectors in Decomposition-Based Many-Objective Algorithms
- Surrogate Model Assisted Multi-Objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level
- Normalized Ranking Based Particle Swarm Optimizer for Many Objective Optimization
- Evolutionary Machine Learning
- A Study on Pre-Training Deep Neural Networks Using Particle Swarm Optimisation
- Simple Linkage Identification Using Genetic Clustering
- Learning of Sparse Fuzzy Cognitive Maps Using Evolutionary Algorithm with Lasso Initialization
- A Bayesian Restarting Approach to Algorithm Selection
- Evolutionary Learning based Iterated Local Search for Google Machine Reassignment Problems
- Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression
- Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling
- Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning
- Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-objective Optimization
- Effective Policy Gradient Search for Reinforcement Learning through NEAT based Feature Extraction
- Generalized Hybrid Evolutionary Algorithm Framework with a Mutation Operator Requiring no Adaptation
- A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors
- Theoretical Developments
- Running-time Analysis of Particle Swarm Optimization with a Single Particle Based on Average Gain
- Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey
- Feature Selection and Dimensionality Reduction
- New Representations in Genetic Programming for Feature Construction in k-means Clustering
- Transductive Transfer Learning in Genetic Programming for Document Classification
- Automatic Feature Construction for Network Intrusion Detection
- A Feature Subset Evaluation Method based on Multi-objective Optimization
- A Hybrid GA-GP Method for Feature Reduction in Classification
- Kernel Construction and Feature Subset Selection in Support Vector Machines
- KW-Race and Fast KW-Race: Racing-based Frameworks for Tuning Parameters of Evolutionary Algorithms on Black-box Optimization Problems
- Dynamic and Uncertain Environments
- A Probabilistic Learning Algorithm for the Shortest Path Problem
- A first-order difference model-based evolutionary dynamic multiobjective optimization
- A Construction Graph-based Evolutionary Algorithm For Traveling Salesman Problem
- Real-world Applications
- Bi-objective water cycle algorithm for solving remanufacturing rescheduling problem
- A New Method for Constructing Ensemble Classifier in Privacy-Preserving Distributed Environment
- Greedy based Pareto Local Search for Bi-objective Robust Airport Gate Assignment Problem
- Multi-neighbourhood Great Deluge for Google Machine Reassignment Problem
- Evolutionary Optimization of Airport Security Inspection Allocation
- Evolving Directional Changes Trading Strategies with a New Event-based Indicator
- Constrained Differential Evolution for Cost and Energy Efficiency Optimization in 5G Wireless Networks
- Evolutionary Computation to Determine Product Builds in Open Pit Mining
- An Evolutionary Vulnerability Detection Method for HFSWR Ship Tracking Algorithm
- Genetic Programming for Lifetime Maximization in Wireless Sensor Networks with Mobile Sink
- Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution
- Parallel particle swarm optimization for community detection in large-scale networks
- Multi-objective memetic algorithm based on three-dimentional request prediction for dynamic pickup-and-delivery problem with time windows
- Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network
- Large scale WSN deployment based on an improved cooperative coevolutionary PSO with global differential grouping
- Adaptive Systems
- Learning Fuzzy Cognitive Maps Using a Genetic Algorithm with Decision-making Trial and Evaluation
- Dynamic and Adaptive Threshold for DNN Compression from Scratch
- Cooperative Design of Two Level Fuzzy Logic Controllers for Medium Access Control in Wireless Body Area Networks
- Statistical Analysis of Social Coding in GitHub Hypernetwork
- Swarm Intelligence
- Sparse Restricted Boltzmann Machine Based on Multiobjective Optimization
- A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction
- Multivariant optimization algorithm with bimodal-gauss
- Enhanced Comprehensive Learning Particle Swarm Optimization with Exemplar Evolution
- Recommending PSO variants using meta-learning framework for global optimization
- Augmented Brain Storm Optimization with Mutation Strategies
- A new precedence-based Ant Colony Optimization for permutation problems
- A general swarm intelligence model for continuous function optimization
- A Hybrid Particle Swarm Optimization for High-Dimensional Dynamic Optimization
- Visualizing the Search Dynamics in a High-dimensional Space for a Particle Swarm Optimizer
- Particle Swarm Optimization with Winning Score Assignment for Multi-objective Portfolio Optimization
- Conservatism and Adventurism in Particle Swarm Optimization Algorithm
- A competitive social spider optimization with learning strategy for PID controller optimization. .