Parallel Problem Solving from Nature, PPSN XI: 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part II / Edition 1 available in Paperback
- Pub. Date:
- Springer Berlin Heidelberg
This book constitutes the refereed proceedings of the 11th International Conference on Parallel Problem Solving from Nature - PPSN XI, held in Kraków, Poland, in September 2010.
The 131 revised full papers were carefully reviewed and selected from 232 submissions. The conference covers a wide range of topics, from evolutionary computation to swarm intelligence, from bio-inspired computing to real world applications. Machine learning and mathematical games supported by evolutionary algorithms as well as memetic, agent-oriented systems are also represented.
Table of ContentsMultiobjective Optimization, Models and Applications.- A Novel Smart Multi-Objective Particle Swarm Optimisation Using Decomposition.- A Hybrid Scalarization and Adaptive ?-Ranking Strategy for Many-Objective Optimization.- pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization.- Improved Dynamic Lexicographic Ordering for Multi-Objective Optimisation.- Privacy-Preserving Multi-Objective Evolutionary Algorithms.- Optimizing Delivery Time in Multi-Objective Vehicle Routing Problems with Time Windows.- Speculative Evaluation in Particle Swarm Optimization.- Towards Directed Open-Ended Search by a Novelty Guided Evolution Strategy.- Consultant-Guided Search Algorithms with Local Search for the Traveling Salesman Problem.- Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space.- Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities.- GPGPU-Compatible Archive Based Stochastic Ranking Evolutionary Algorithm (G-ASREA) for Multi-Objective Optimization.- Hybrid Directional-Biased Evolutionary Algorithm for Multi-Objective Optimization.- A Framework for Incorporating Trade-Off Information Using Multi-Objective Evolutionary Algorithms.- Applications, Engineering and Economical Models.- Topography-Aware Sensor Deployment Optimization with CMA-ES.- Evolutionary Optimization on Problems Subject to Changes of Variables.- On-Line Purchasing Strategies for an Evolutionary Algorithm Performing Resource-Constrained Optimization.- Parallel Artificial Immune System in Optimization and Identification of Composite Structures.- Bioreactor Control by Genetic Programming.- Solving the One-Commodity Pickup and Delivery Problem Using an Adaptive Hybrid VNS/SA Approach.- Testing the Dinosaur Hypothesis under Empirical Datasets.- Fractal Gene Regulatory Networks for Control of Nonlinear Systems.- An Effective Hybrid Evolutionary Local Search for Orienteering and Team Orienteering Problems with Time Windows.- Discrete Differential Evolution Algorithm for Solving the Terminal Assignment Problem.- Decentralized Evolutionary Agents Streamlining Logistic Network Design.- Testing the Permutation Space Based Geometric Differential Evolution on the Job-Shop Scheduling Problem.- New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization.- Evolving a Single Scalable Controller for an Octopus Arm with a Variable Number of Segments.- Multi-agent Systems and Parallel Approaches.- An Island Model for the No-Wait Flow Shop Scheduling Problem.- Environment-Driven Embodied Evolution in a Population of Autonomous Agents.- Large-Scale Global Optimization Using Cooperative Coevolution with Variable Interaction Learning.- EvoShelf: A System for Managing and Exploring Evolutionary Data.- Differential Evolution Algorithms with Cellular Populations.- Flocking in Stationary and Non-stationary Environments: A Novel Communication Strategy for Heading Alignment.- Evolution of XPath Lists for Document Data Selection.- PMF: A Multicore-Enabled Framework for the Construction of Metaheuristics for Single and Multiobjective Optimization.- Parallel Evolutionary Approach of Compaction Problem Using MapReduce.- Ant Colony Optimization with Immigrants Schemes in Dynamic Environments.- Secret Key Specification for a Variable-Length Cryptographic Cellular Automata Model.- Variable Neighborhood Search and Ant Colony Optimization for the Rooted Delay-Constrained Minimum Spanning Tree Problem.- Adaptive Modularization of the MAPK Signaling Pathway Using the Multiagent Paradigm.- Genetic Computing and Games.- Experimental Comparison of Methods to Handle Boundary Constraints in Differential Evolution.- Entropy-Driven Evolutionary Approaches to the Mastermind Problem.- Evolutionary Detection of New Classes of Equilibria: Application in Behavioral Games.- Design and Comparison of two Evolutionary Approaches for Solving the Rubik’s Cube.- Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms.- Performance of Network Crossover on NK Landscapes and Spin Glasses.- Promoting Phenotypic Diversity in Genetic Programming.- A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem.- Using Co-solvability to Model and Exploit Synergetic Effects in Evolution.- Fast Grammar-Based Evolution Using Memoization.- Evolution of Conventions and Social Polarization in Dynamical Complex Networks.- Evolving Strategies for Updating Pheromone Trails: A Case Study with the TSP.- The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming.- The Layered Learning Method and Its Application to Generation of Evaluation Functions for the Game of Checkers.