Evolutionary Scheduling

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Dahal, Keshav P. (Επιμελητής έκδοσης), Tan, Kay Chen (Επιμελητής έκδοσης), Cowling, Peter I. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Σειρά: Studies in Computational Intelligence, 49
• Θέματα: Computer science.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.

Evolutionary scheduling is a vital research domain at the interface of two important sciences - artificial intelligence and operational research. Scheduling problems are generally complex, large scale, constrained, and multi-objective in nature, and classical operational research techniques are ofte...

Πίνακας περιεχομένων:

• Methodology
• Memetic Algorithms in Planning, Scheduling, and Timetabling
• Landscapes, Embedded Paths and Evolutionary Scheduling
• Classical and Non-Classical Models of Production Scheduling
• Scheduling of Flow-Shop, Job-Shop, and Combined Scheduling Problems using MOEAs with Fixed and Variable Length Chromosomes
• Designing Dispatching Rules to Minimize Total Tardiness
• A Robust Meta-Hyper-Heuristic Approach to Hybrid Flow-Shop Scheduling
• Hybrid Particle Swarm Optimizers in the Single Machine Scheduling Problem: An Experimental Study
• An Evolutionary Approach for Solving the Multi-Objective Job-Shop Scheduling Problem
• Timetabling
• Multi-Objective Evolutionary Algorithm for University Class Timetabling Problem
• Metaheuristics for University Course Timetabling
• Energy Applications
• Optimum Oil Production Planning using an Evolutionary Approach
• A Hybrid Evolutionary Algorithm for Service Restoration in Power Distribution Systems
• Particle Swarm Optimisation for Operational Planning: Unit Commitment and Economic Dispatch
• Evolutionary Generator Maintenance Scheduling in Power Systems
• Networks
• Evolvable Fuzzy Scheduling Scheme for Multiple-ChannelPacket Switching Network
• A Multi-Objective Evolutionary Algorithm for Channel Routing Problems
• Transport
• Simultaneous Planning and Scheduling for Multi-Autonomous Vehicles
• Scheduling Production and Distribution of Rapidly Perishable Materials with Hybrid GA's
• A Scenario-based Evolutionary Scheduling Approach for Assessing Future Supply Chain Fleet Capabilities
• Business
• Evolutionary Optimization of Business Process Designs
• Using a Large Set of Low Level Heuristics in a Hyperheuristic Approach to Personnel Scheduling
• A Genetic-Algorithm-Based Reconfigurable Scheduler
• Evolutionary Algorithm for an Inventory Location Problem.