Heuristics for Optimization and Learning - Couverture rigide

Couverture rigide

ISBN 10 : 3030589293 ISBN 13 : 9783030589295

Editeur : Springer Nature Switzerland AG, 2020

Synopsis

Process Plan Generation for Reconfigurable Manufacturing Systems: Exact vs Evolutionary-Based Multi-Objective Approaches.- On VNS-GRASP and Iterated Greedy Metaheuristics for Solving Hybrid Flow Shop Scheduling Problem with Uniform Parallel Machines and Sequence Independent Setup Time.- A Variable Block Insertion Heuristic for the Energy-Efficient Permutation Flowshop Scheduling with Makespan Criterion.- Solving 0-1 Bi-Objective Multi-Dimensional Knapsack Problems using Binary Genetic Algorithm.- An asynchronous parallel evolutionary algorithm for solving large .instances of the multi-objective QAP.- Learning from Prior Designs for Facility Layout Optimization.- Single-objective Real-parameter Optimization: Enhanced LSHADE-SPACMA Algorithm.- Operations Research at Bulk Terminal: A Parallel Column Generation Approach.- Heuristic solutions for the (α,β)-k feature set problem.- Generic Support for Precomputation-Based Global Routing Constraints in Local Search Optimization.- Dynamic Simulated Annealing with Adaptive Neighborhood using Hidden Markov Model.- Hybridization of the differential evolution algorithm for continuous multi-objective optimization.- A Steganographic Embedding Scheme Using Improved-PSO Approach.- Algorithms towards the Automated Customer Inquiry Classification.- An heuristic scheme for a reaction advection diffusion equation.- Stock Market Speculation System Development based on Technico Temporal indicators and Data Mining Tools.- A New Hidden Markov Model Approach for Pheromone Level Exponent Adaptation in Ant Colony System.- A new cut-based genetic algorithm for graph partitioning applied to cell formation.- Memetic algorithm and evolutionary operators for multi-objective matrix tri-factorization problem.- Quaternion simulated annealing.- A Cooperative Multi-Swarm Particle Swarm Optimizer Based Hidden Markov Model.- Experimental Sensitivity Analysis of Grid-Based Parameter Adaptation Method.- Auto-Scaling System in Apache Spark Cluster using Model-Based Deep Reinforcement Learning.- Innovation Networks from Inter-Organizational Research Collaborations.- Assessing Film Coefficients of Microchannel Heat Sinks via Cuckoo Search Algorithm.- One-Class Subject Authentication using Feature Extraction by Grammatical Evolution on Accelerometer Data.- Semantic composition of word-embeddings with genetic programming.- New Approach for Continuous and Discrete Optimization: Optimization by Morphological Filters.

Détails de l'édition

• Éditeur: Springer Nature Switzerland AG
• Date d'édition: 2020
• ISBN 10: 3030589293
• ISBN 13: 9783030589295
• Reliure: Relié
• Langue: anglais
• Nombre de pages: 442
• Éditeur: Yalaoui Farouk, Amodeo Lionel, Talbi El-Ghazali