Evolutionary Computation in Combinatorial Optimization
14th European Conference, EvoCOP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers
(Sprache: Englisch)
This book constitutes the refereed proceedings of the 14th European Conference on Evolutionary Computation in Combinatorial Optimization, Evo COP 2014, held in Granada, Spain, in April 2014, co-located with the Evo*2014 events Euro GP, Evo BIO, Evo MUSART...
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Klappentext zu „Evolutionary Computation in Combinatorial Optimization “
This book constitutes the refereed proceedings of the 14th European Conference on Evolutionary Computation in Combinatorial Optimization, Evo COP 2014, held in Granada, Spain, in April 2014, co-located with the Evo*2014 events Euro GP, Evo BIO, Evo MUSART and Evo Applications.The 20 revised full papers presented were carefully reviewed and selected from 42 submissions. The papers cover the following topics: swarm intelligence algorithms, fitness landscapes and adaptive algorithms, real world and routing problems and cooperative and metaheuristic search.
Inhaltsverzeichnis zu „Evolutionary Computation in Combinatorial Optimization “
A Hybrid Ant Colony Optimization Algorithm for the Far From Most String Problem.- A Parametric Framework for Cooperative Parallel Local Search.- A Survey of Meta-heuristics Used for Computing Maximin Latin Hypercube.- An Analysis of Parameters of irace.- An Improved Multi-objective Algorithm for the Urban Transit Routing Problem.- An Iterated Greedy Heuristic for Simultaneous Lot-Sizing and Scheduling Problem in Production Flow Shop Environments.- Balancing Bicycle Sharing Systems: An Approach for the Dynamic Case.- Cooperative Selection: Improving Tournament Selection via Altruism.- Diversity-Driven Selection of Multiple Crossover Operators for the Capacitated Arc Routing Problem.- Dynamic Period Routing for a Complex Real-World System: A Case Study in Storm Drain Maintenance.- Elementary Landscape Decomposition of the Hamiltonian Path Optimization Problem.- Gaussian Based Particle Swarm Optimisation and Statistical Clustering for Feature Selection Global Optimization of Multimodal Deceptive Functions.- Learning Inherent Networks from Stochastic Search Methods.- Metaheuristics for the Pick-Up and Delivery Problem with Contracted Orders.- Modeling an Artificial Bee Colony with Inspector for Clustering Tasks.- Personalized Multi-day Trips to Touristic Regions: A Hybrid GA-VND Approach.- Phase Transition and Landscape Properties of the Number Partitioning Problem.- The Firefighter Problem: Application of Hybrid Ant Colony Optimization Algorithms.- The Influence of Correlated Objectives on Different Types of P-ACO Algorithms. A Parametric Framework for Cooperative Parallel Local Search.- A Survey of Meta-heuristics Used for Computing Maximin Latin Hypercube.- An Analysis of Parameters of irace.- An Improved Multi-objective Algorithm for the Urban Transit Routing Problem.- An Iterated Greedy Heuristic for Simultaneous Lot-Sizing and Scheduling Problem in
... mehr
Production Flow Shop Environments.- Balancing Bicycle Sharing Systems: An Approach for the Dynamic Case.- Cooperative Selection: Improving Tournament Selection via Altruism.- Diversity-Driven Selection of Multiple Crossover Operators for the Capacitated Arc Routing Problem.- Dynamic Period Routing for a Complex Real-World System: A Case Study in Storm Drain Maintenance.- Elementary Landscape Decomposition of the Hamiltonian Path Optimization Problem.- Gaussian Based Particle Swarm Optimisation and Statistical Clustering for Feature Selection Global Optimization of Multimodal Deceptive Functions.- Learning Inherent Networks from Stochastic Search Methods.- Metaheuristics for the Pick-Up and Delivery Problem with Contracted Orders.- Modeling an Artificial Bee Colony with Inspector for Clustering Tasks.- Personalized Multi-day Trips to Touristic Regions: A Hybrid GA-VND Approach.- Phase Transition and Landscape Properties of the Number Partitioning Problem.- The Firefighter Problem: Application of Hybrid Ant Colony Optimization Algorithms.- The Influence of Correlated Objectives on Different Types of P-ACO Algorithms.
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Bibliographische Angaben
- 2014, 2014, XII, 241 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Christian Blum, Gabriela Ochoa
- Verlag: Springer, Berlin
- ISBN-10: 3662443198
- ISBN-13: 9783662443194
- Erscheinungsdatum: 28.08.2014
Sprache:
Englisch
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