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Heuristics for Optimization and Learning by Farouk Yalaoui

Heuristics for Optimization and Learning

by Farouk Yalaoui
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Book cover type: Hardcover
  • ISBN13: 9783030589295
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 442
  • Original Price: EUR 169.99
  • Language: English
  • Edition: 2021
  • Item Weight: 817 grams
  • BISAC Subject(s): Engineering (General), Applied, and Artificial Intelligence / General

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.

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