Genetic algorithms + data structures = evolution programs (3rd ed.)
Genetic algorithms + data structures = evolution programs (3rd ed.)
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Information Characteristics and the Structure of Landscapes
Evolutionary Computation
Multi-Objective Genetic Algorithms for Vehicle Routing Problem with Time Windows
Applied Intelligence
Waste collection vehicle routing problem with time windows
Computers and Operations Research
Planning and optimising organisational travel plans using an evolutionary algorithm
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
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We address a large scale waste collection vehicle routing problem with time windows (VRPTW) complicated by multiple disposal trips and drivers lunch breaks. A fitness search space analysis for several problem instances of the waste collection VRPTW utilizing both statistical and information theoretic measures is presented. We find that mutation landscapes were more easily distinguishable than crossover landscapes. An interesting result was that the information theoretic results seem similar for all the operators indicating the general structure of the landscapes are very similar.