Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
IEEE Intelligent Systems
Current Solutions for Web Service Composition
IEEE Internet Computing
Service-Oriented Architecture: Concepts, Technology, and Design
Service-Oriented Architecture: Concepts, Technology, and Design
A survey of automated web service composition methods
SWSWPC'04 Proceedings of the First international conference on Semantic Web Services and Web Process Composition
A component platform for experimenting with autonomic composition
Proceedings of the 1st international conference on Autonomic computing and communication systems
Business Ecosystem Modelling: Combining Natural Ecosystems and Multi-Agent Systems
CIA '07 Proceedings of the 11th international workshop on Cooperative Information Agents XI
Engineering Business Ecosystems Using Environment-Mediated Interactions
Engineering Environment-Mediated Multi-Agent Systems
Computing of applied digital ecosystems
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Digital ecosystems: stability of evolving agent populations
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Digital ecosystems: self-organisation of evolving agent populations
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Extended BPEL with heterogeneous authentication mechanisms in service ecosystems
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
A digital ecosystem for boosting user-driven service business
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
An ecosystem for user centric learning: revolution or evolution?
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
CloudCom '09 Proceedings of the 1st International Conference on Cloud Computing
Application of digital ecosystem design methodology within the health domain
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
An ecologically inspired simulation tool for managing digital ecosystems
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Complex adaptive digital EcoSystems
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
A two-layer ecosystem evolution model: lessons from stages of mobile data services
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Business modeling for service ecosystems
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Managing a digital business ecosystem using a simulation tool
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Digital Ecosystems: Ecosystem-Oriented Architectures
Natural Computing: an international journal
Distributed mechanism for protecting resources in a newly emerged digital ecosystem technology
ICA3PP'11 Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part II
TIDE: measuring and evaluating trustworthiness and credibility of enterprises in digital ecosystem
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
A distributed mechanism for secure collaboration in digital ecosystems
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Accessing learning resources described in semantically enriched weblogs
International Journal of Metadata, Semantics and Ontologies
The Computing of Digital Ecosystems
International Journal of Organizational and Collective Intelligence
Digital ecosystems: challenges and prospects
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
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A novel optimisation technique inspired by natural ecosystems is presented, where the optimisation works at two levels: a first optimisation, migration of services which are distributed in a decentralised peer-to-peer network, operating continuously in time; this process feeds a second optimisation based on evolutionary computing that operates locally on single peers and is aimed at finding solutions to satisfy locally relevant constraints. Through this twofold process, the local search is accelerated and will yield better local optima, because the distributed optimisation already provides a good sampling of the search space by making use of computations already performed in other peers with similar constraints. We call this new distributed optimisation architecture a Digital Ecosystem, an Ecosystem-Orientated Architecture (EOA) created by extending a Service-Oriented Architecture (SOA) with Distributed Evolutionary Computing (DEC). The Digital Ecosystem will allow services to recombine and evolve over time, constantly seeking to improve their effectiveness for the user base. Individuals within our Digital Ecosystem will be applications (groups of services), created in response to user requests by using evolutionary optimisation to aggregate the services. These individuals will migrate through the Digital Ecosystem and adapt to find niches where they are useful in fulfilling other user requests.