Parallel Problem Solving from Nature, PPSN XI
Springer Berlin (Verlag)
978-3-642-15870-4 (ISBN)
Multiobjective 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 HybridVNS/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.
| Erscheint lt. Verlag | 3.9.2010 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XXII, 556 p. 182 illus. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Gewicht | 848 g |
| Themenwelt | Informatik ► Weitere Themen ► Bioinformatik |
| Naturwissenschaften ► Biologie | |
| Schlagworte | Agents • Algorithm analysis and problem complexity • algorithms • artificial ant systems • artificial immune systemss • Artificial Life • emergecy behaviours • Evolution • evolutionary algorithm • evolutionary computation • Evolutionary Computing • grammar • Intelligence • learning • machine learning • Metaheuristic • molecular computation • multi-agent system • Multi-Objective Optimization • Neural Computation • Optimization • Problem Solving • Quantum Computing • Self-Organizing Systems • Swarm intelligence |
| ISBN-10 | 3-642-15870-6 / 3642158706 |
| ISBN-13 | 978-3-642-15870-4 / 9783642158704 |
| Zustand | Neuware |
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