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Publications

IEEE Transactions on Neural Networks

IEEE Transactions on Fuzzy Systems

IEEE Transactions on Evolutionary Computation.

IEEE/ACM Transactions on Computational Biology and Bioinformatics

IEEE Transactions on Nanobioscience

IEEE Transactions on Information Forensics and Security.

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Computational Intelligence Magazine

IEEE Journal

IEEE Publications

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Other Computational Intelligence Links:

• Center for Computational Intelligence, Learning, and Discovery
• Computational Intelligence Centre
• Computational Intelligence Group
• Computational Intelligence Journal
• International Journal of Computational Intelligence
• International Journal of Intelligent Technology
• International Journal of Computational Intelligence Research
• Computational Intelligence Research Group at the University of Pretoria

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• Evolutionary Computation
• Introduction to Fuzzy Control Engineering
• Fuzzy Logic in Embedded Microcomputers and Control Systems

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Software:

• ECJ (Java), popular evolutionary computation toolkit.
• EO (C++) another popular EC toolkit
• OpenBeagle (C++) yet another popular EC toolkit.
• JAGA (Java) Open source API for implementing genetic algorithms and genetic programming applications
• Computational Intelligence Library (CILib)
• OAT (Optimization Algorithm Toolkit): A set of standard computational intelligence optimization algorithms and problems in Java

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Genetic and Evolutionary Links:

• A Field Guide to Genetic Programming by Poli, Langdon, and McPhee. Available as a free PDF, or in printed form from Lulu.com.
• Demo applet of an evolutionary algorithm for solving TSP's and VRPTW problems
• International Society for Genetic and Evolutionary Computation - Home of the largest conference on the subject, GECCO (since January 1, 2005 reorganized to become Special Interest Group for Genetic and Evolutionary Computation of the ACM)
• Illinois Genetic Algorithms Laboratory (IlliGAL)
• The Systems Optimization Group (SOP)
• Kanpur Genetic Algorithms Laboratory (KanGAL)
• Evolutionary Computation Repository
• Evolutionary Computing European Network Of Excellence
• Hitch-Hiker's Guide to Evolutionary Computation (FAQ for comp.ai.genetic)
• Evolutionary computation in manufacturing scheduling
• https://www.talkorigins.org/faqs/genalg/genalg.html
• Evolutionary Computation Lab at George Mason University (ECLab)
• CILib - GPLed computational intelligence simulation and research environment written in Java, includes various EC implementations
• Nanopond (Grey Thumb) - A very tiny (less than 1000 lines of C!) evolvable instruction set virtual machine that exhibits striking emergent behaviors.
• Evolving Objects - GPLed C++ framework for evolutionary computation
• E-Book - Global Optimization Algorithms - Theory and Application
• Economist article - a showcase of real-world EA example

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Wikpedia Links:

• Simulated annealing
• Machine learning
• Artificial immune systems
• Expert systems
• Hybrid intelligent systems
• Hybrid logic
• Simulated reality
• Soft computing
• Bayesian networks
• Chaos theory
• Ant colony optimization
• Particle swarm optimisation
• Cognitive robotics
• Developmental robotics
• Evolutionary robotics
• Intelligent agents
• Knowledge-Based Engineering

• Bioinformatics and Bioengineering
• Autonomous mental development
• Computational finance and Computational economics
• Intelligent systems
• Emergent technologies
• Data mining
• Concept Mining

• Developmental biology
• Evolutionary computation
• Evolutionary robotics
• Fitness landscape
• Genetic operators
• Interactive evolutionary computation
• No free lunch in search and optimization
• Program synthesis

• Interactive evolutionary computation
• Human-based evolutionary computation
• Evolutionary robotics
• No free lunch in search and optimization
• Estimation of distribution algorithm

• dynamic logic
• Bayesian inference
• function approximation
• neural network
• neuro-fuzzy
• Fuzzy Control Language

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