Applications of Evolutionary Computation by Giovanni Squillero
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Applications of Evolutionary Computation

Applications of Evolutionary Computation


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International Edition


About the Book

EvoNUM: Local Fitness Meta-Models with Nearest Neighbor Regression.- Validating the Grid Diversity Operator: an Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms.- Benchmarking Languages for Evolutionary Algorithms.- On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front.- Evolving Smoothing Kernels for Global Optimization.- EvoPAR: Implementing Parallel Differential Evolution on Spark.- ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithm.- Addressing High Dimensional Multi-Objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces.- Compilable Phenotypes: Accelerating the Evaluation of Individuals in Grammatical Evolution.- GPU Accelerated Molecular Docking Simulation with Genetic Algorithms.- EvoRISK: Challenging Anti-virus Through Evolutionary Malware Obfuscation.- EvoROBOT: Leveraging Online Racing and Population Cloning in Evolutionary Multirobot Systems.- Multi-Agent Behavior-Based Policy Transfer.- On-line Evolution of Foraging Behaviour in a Population of Real Robots.- Hybrid Control for a Real Swarm Robotics System in an Intruder Detection Task.- EvoSTOC: Direct Memory Schemes for Population-Based Incremental Learning in Cyclically Changing Environments.- Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting.- Benchmarking Dynamic Three-Dimensional Bin Packing Problems Using Discrete-Event Simulation.- Genetic Programming Algorithms for Dynamic Environments.- A Memory-Based NSGA-II Algorithm for Dynamic Multi-Objective Optimization Problems.- Hybrid Dynamic Resampling Algorithms for Evolutionary Multi-objective Optimization of Invariant-Noise Problems.


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Product Details
  • ISBN-13: 9783319311524
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: 1st ed. 2016
  • Language: English
  • Returnable: Y
  • Spine Width: 19 mm
  • Weight: 548 gr
  • ISBN-10: 3319311522
  • Publisher Date: 03 Apr 2016
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 329
  • Series Title: English
  • Sub Title: 19th European Conference, Evoapplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II
  • Width: 156 mm


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