Simulated evolution and learning 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012 : proceedings /
This volume constitutes the proceedings of the 9th International Conference on Simulated Evolution and Learning, SEAL 2012, held in Hanoi, Vietnam, in December 2012. The 50 full papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on...
| Corporate Authors: | SEAL 2012 Hanoi, Vietnam) |
|---|---|
| Other Authors: | SEAL 2012, Bui, Lam Thu., SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
©2012.
Berlin ; New York : [2012] |
| Physical Description: |
1 online resource (xiii, 512 pages) : illustrations. |
| Series: |
Lecture notes in computer science ;
7673. LNCS sublibrary. Theoretical computer science and general issues. |
| Subjects: |
Table of Contents:
- Evolutionary Algorithms
- The Influence of the Number of Initial Feasible Solutions on the Performance of an Evolutionary Optimization Algorithm /
- Saber M. Elsayed, Ruhul A. Sarker, Daryl L. Essam
- Concurrent Differential Evolution Based on Generational Model for Multi-core CPUs /
- Kiyoharu Tagawa
- Figure of Merit Based Fitness Functions in Genetic Programming for Edge Detection /
- Wenlong Fu, Mark Johnston, Mengjie Zhang
- An Evolutionary Algorithm for the Over-constrained Airport Baggage Sorting Station Assignment Problem /
- Amadeo Ascó, Jason A.D. Atkin, Edmund K. Burke
- A Non-parametric Statistical Dominance Operator for Noisy Multiobjective Optimization /
- Dung H. Phan, Junichi Suzuki
- The Emergence of New Genes in EcoSim and Its Effect on Fitness /
- Marwa Khater, Elham Salehi, Robin Gras
- Mass-Dispersed Gravitational Search Algorithm for Gene Regulatory Network Model Parameter Identification /
- Mohsen Davarynejad, Zary Forghany, Jan van den Berg.
- A Density Based Approach to the Access Point Layout Smart Distribution Grid Design Optimization Problem /
- Bin Zhang, Kamran Shafi, Hussein A. Abbass
- Multi-modal Valley-Adaptive Memetic Algorithm for Efficient Discovery of First-Order Saddle Points /
- Mostafa Ellabaan, Xianshun Chen, Nguyen Quang Huy
- Ensemble Fuzzy Rule-Based Classifier Design by Parallel Distributed Fuzzy GBML Algorithms /
- Hisao Ishibuchi, Masakazu Yamane, Yusuke Nojima
- HEMH2: An Improved Hybrid Evolutionary Metaheuristics for 0/1 Multiobjective Knapsack Problems /
- Ahmed Kafafy, Ahmed Bounekkar, Stéphane Bonnevay
- Theoretical Developments
- Guided Reproduction in Differential Evolution /
- Prashant Singh Rana, Harish Sharma, Mahua Bhattacharya, Anupam Shukla
- A Study of Breakout Local Search for the Minimum Sum Coloring Problem /
- Una Benlic, Jin-Kao Hao
- XCS with Adaptive Action Mapping /
- Masaya Nakata, Pier Luca Lanzi, Keiki Takadama
- DEAL: A Direction-Guided Evolutionary Algorithm /
- Cuong C. Vu, Lam Thu Bui, Hussein A. Abbass.
- Introduction of a Mutation Specific Fast Non-dominated Sorting GA Evolved for Biochemical Optimizations /
- Susanne Rosenthal, Nail El-Sourani, Markus Borschbach
- Using Hybrid Dependency Identification with a Memetic Algorithm for Large Scale Optimization Problems /
- Eman Sayed, Daryl Essam, Ruhul Sarker
- Application of Cooperative Convolution Optimization for 13C Metabolic Flux Analysis: Simulation of Isotopic Labeling Patterns Based on Tandem Mass Spectrometry Measurements /
- Rohitash Chandra, Mengjie Zhang, Lifeng Peng
- Swarm Intelligence
- An Efficient Two-Phase Ant Colony Optimization Algorithm for the Closest String Problem /
- Hoang Xuan Huan, Dong Do Duc, Nguyen Manh Ha
- Evolution of Intrinsic Motives in Multi-agent Simulations /
- Kamran Shafi, Kathryn E. Merrick, Essam Debie
- Swarm Intelligence
- A Hybrid Particle Swarm Optimization Approach to Bernoulli Mixture Models /
- Faezeh Frouzesh, Yuichi Hirose, Shirley Pledger, Mahdi Setayesh.
- An Agent-Based Model for Simulation of Traffic Network Status /
- Manh Hung Nguyen, Tuong Vinh Ho, Manh Son Nguyen, Thi Hoai Phuong Phan, Thi Ha Phan
- Self-Adaptive Particle Swarm Optimization /
- Adiel Ismail, Andries P. Engelbrecht
- Evaporation Mechanisms for Particle Swarm Optimization /
- Juan Rada-Vilela, Mengjie Zhang, Winston Seah
- The Performance and Sensitivity of the Parameters Setting on the Best-so-far ABC /
- Anan Banharnsakun, Booncharoen Sirinaovakul, Tiranee Achalakul
- FAME, Soft Flock Formation Control for Collective Behavior Studies and Rapid Games Development /
- Choon Sing Ho, Yew-Soon Ong, Xianshun Chen, Ah-Hwee Tan
- Data Mining
- Incremental Spatial Clustering in Data Mining Using Genetic Algorithm and R-Tree /
- Nam Nguyen Vinh, Bac Le
- Personalized Email Recommender System Based on User Actions /
- Quang Minh Ha, Quang Anh Tran, Thu Trang Luyen.
- Developing Attention Focus Metrics for Autonomous Hypothesis Generation in Data Mining /
- Bing Wang, Kathryn E. Merrick, Hussein A. Abbass
- Emergent Self Organizing Maps for Text Cluster Visualization by Incorporating Ontology Based Descriptors /
- Kusum Kumari Bharti, Pramod Kumar Singh
- Online Handwriting Recognition Using Multi Convolution Neural Networks /
- Dũng Viẹt̂ Phạm
- A Genetic Programming Approach to Hyper-Heuristic Feature Selection /
- Rachel Hunt, Kourosh Neshatian, Mengjie Zhang
- A New Approach to Vision-Based Fire Detection Using Statistical Features and Bayes Classifier /
- Ha Dai Duong, Dao Thanh Tinh
- Learning Methodologies
- Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming /
- Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
- Solving Graph Coloring Problem by Fuzzy Clustering-Based Genetic Algorithm /
- Young-Seol Lee, Sung-Bae Cho
- Efficient Neuroevolution for a Quadruped Robot /
- Xu Shengbo, Hirotaka Moriguchi, Shinichi Honiden.
- Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising Maps /
- Edwin Hui-Hean Law, Somnuk Phon-Amnuaisuk
- Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem /
- Kamran Shafi, Axel Bender, Hussein A. Abbass
- Where Should We Stop? An Investigation on Early Stopping for GP Learning /
- Thi Hien Nguyen, Xuan Hoai Nguyen, Bob McKay, Quang Uy Nguyen
- From Subjective to Objective Metrics for Evolutionary Story Narration Using Event Permutations /
- Kun Wang, Vinh Bui, Eleni Petraki, Hussein A. Abbass
- Learning Methodologies
- GPU Accelerated Genetic Clustering /
- Pavel Krömer, Jan Platoš, Václav Snášel
- Memetic Input Variable Selection in Neuro-Genetic Prediction System /
- Jacek Mańdziuk, Marcin Jaruszewicz
- Learning Rule for TSK Fuzzy Logic Systems Using Interval Type-2 Fuzzy Subtractive Clustering /
- Binh Huy Pham, Hai Trung Ha, Long Thanh Ngo
- Real-World Applications.
- Constrained Layout Optimization in Satellite Cabin Using a Multiagent Genetic Algorithm /
- Jing Liu
- A Multi-Objective Approach for Master's Thesis Committees Scheduling Using DMEA /
- Lam T. Bui, Viet Hoang
- Coupler-Curve Synthesis of a Planar Four-Bar Mechanism Using NSGA-II /
- Jaideep Badduri, Rangaprasad Arun Srivatsan, Gurunathan Saravana Kumar
- A Simulation Model for Optimise the Fire Evacuation Configuration in the Metro Supermarket of Hanoi /
- Manh Hung Nguyen, Tuong Vinh Ho, Jean-Daniel Zucker
- Interactive GA Flock Brush for Non-Photorealistic Rendering /
- Hsueh En Huang, Meng Hiot Lim, Xianshun Chen, Choon Sing Ho
- Generating Diverse Behaviors of Evolutionary Robots with Speciation for Theory of Mind /
- Si-Hyuk Yi, Sung-Bae Cho
- Improving Gender Recognition Using Genetic Algorithms /
- Abbas Roayaie Ardakany, Sushil J. Louis.