Frontiers of Evolutionary Computation

• Corporate Author: SpringerLink (Online service)
• Other Authors: Menon, Anil (Editor)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2004.
• Series: Genetic Algorithms and Evolutionary Computation, 11
• Subjects: Computer science.; Operations research.; Decision making.; Computers.; Artificial intelligence.; Mathematical optimization.; Management science.; Computer Science.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; Computing Methodologies.; Operation Research/Decision Theory.; Optimization.; Operations Research, Management Science.

Table of Contents:

• Towards A Theory of Organisms and Evolving Automata
• Two Grand Challenges for EC
• Evolutionary Computation: Challenges and Duties
• Open Problems in the Spectral Analysis of Evolutionary Dynamics
• Solving Combinatorial Optimization Problems Via Reformulation and Adaptive Memory Metaheuristics
• Problems in Optimization
• EC Theory — “in Theory”
• Asymptotic Convergence of Scaled Genetic Algorithms to Global Optima
• The Challenge of Producing Human-Competitive Results by Means of Genetic and Evolutionary Computation
• Case Based Reasoning
• The Challenge of Complexity.