Recent Advances in Evolutionary Computation for Combinatorial Optimization

Recent Advances in Evolutionary Computation for Combinatorial Optimization

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Cotta, Carlos. (Editor), van Hemert, Jano. (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edition:1st ed. 2008.
Series:Studies in Computational Intelligence, 153
Subjects:
Computer-aided engineering.
Software engineering.
Operations research.
Decision making.
Applied mathematics.
Engineering mathematics.
Computer-Aided Engineering (CAD, CAE) and Design.
Software Engineering/Programming and Operating Systems.
Operations Research/Decision Theory.
Mathematical and Computational Engineering.
Software Engineering.
Online Access:https://doi.org/10.1007/978-3-540-70807-0
Table of Contents:
  • Theory and Methodology
  • An Evolutionary Algorithm for the Solution of Two-Variable Word Equations in Partially Commutative Groups
  • Determining Whether a Problem Characteristic Affects Heuristic Performance
  • Performance and Scalability of Genetic Algorithms on NK-Landscapes
  • Engineering Stochastic Local Search Algorithms: A Case Study in Estimation-Based Local Search for the Probabilistic Travelling Salesman Problem
  • Hybrid Approaches
  • A Lagrangian Decomposition/Evolutionary Algorithm Hybrid for the Knapsack Constrained Maximum Spanning Tree Problem
  • A Hybrid Optimization Framework for Cutting and Packing Problems
  • A Hybrid Genetic Algorithm for the DNA Fragment Assembly Problem
  • A Memetic-Neural Approach to Discover Resources in P2P Networks
  • Constrained Problems
  • An Iterative Heuristic Algorithm for Tree Decomposition
  • Search Intensification in Metaheuristics for Solving the Automatic Frequency Problem in GSM
  • Contraction-Based Heuristics to Improve the Efficiency of Algorithms Solving the Graph Colouring Problem
  • Scheduling
  • Different Codifications and Metaheuristic Algorithms for the Resource Renting Problem with Minimum and Maximum Time Lags
  • A Simple Optimised Search Heuristic for the Job Shop Scheduling Problem
  • Parallel Memetic Algorithms for Independent Job Scheduling in Computational Grids
  • Routing and Travelling Salesman Problems
  • Reducing the Size of Travelling Salesman Problem Instances by Fixing Edges
  • Algorithms for Large Directed Capacitated Arc Routing Problem Instances
  • An Evolutionary Algorithm with Distance Measure for the Split Delivery Capacitated Arc Routing Problem
  • A Permutation Coding with Heuristics for the Uncapacitated Facility Location Problem.

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