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Evolutionary Scheduling

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...

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Corporate Author: SpringerLink (Online service)
Other Authors: Dahal, Keshav. (Editor, http://id.loc.gov/vocabulary/relators/edt), Tan, Kay Chen. (Editor, http://id.loc.gov/vocabulary/relators/edt), Cowling, Peter I. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.
Edition:1st ed. 2007.
Series:Studies in Computational Intelligence, 49
Subjects:
Artificial intelligence.
Applied mathematics.
Engineering mathematics.
Artificial Intelligence.
Mathematical and Computational Engineering.
Online Access:https://doi.org/10.1007/978-3-540-48584-1
Table of Contents:
  • 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.

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