In this book, efficient and scalable coevolutionary algorithms for distributed, network-based decision-making, which utilize objective functions are developed in a networked environment where internode communications are a primary factor in system performance. A theoretical foundation for this class of coevolutionary algorithms is introduced using techniques from stochastic process theory and mathematical analysis. A case study in distributed, network-based decision-making presents an implementation and detailed evaluation of the coevolutionary decision-making framework that incorporates distributed evolutionary agents and mobile agents. The methodology discussed in this book can have a fundamental impact on the principles and practice of engineering in the distributed, network-based environment that is emerging within and among corporate enterprise systems. In addition, the conceptual framework of the approach to distributed decision systems described may have much wider implications for network-based systems and applications. Contents: Background and Related Work; Problem Formulation and Analysis; Theory and Analysis of Evolutionary Optimization; Theory and Analysis of Distributed Coevolutionary Optimization; Performance Evaluation Based on Ideal Objectives; Coevolutionary Virtual Design Environment; Evaluation and Analysis. Readership: Researchers and engineers in artificial intelligence, evolutionary computation and decision sciences.
“Open Innovation Playbook” is a humble creation by Sundar Raj Venkatakrishnan and Saravana Mani, who are passionate innovation practitioners. Being inspired by the power of Open Innovation (OI) and having worked extensively in the space of corporate innovation and the innovation ecosystem, the authors have synthesized their first-hand insights on the dynamics of launching and institutionalizing Open Innovation in an organizational setup. In this book, the authors take the reader on a journey filled with: - Uncovering the landscape of corporate innovation, - Passionately enrolling every reader to appreciate the “why and what” of ecosystem-driven innovation, - Explaining the “how” of OI by meticulously guiding the reader through the different pillars of the architecture of open innovation, - Describing what it takes to establish OI as a practice in an organization, - Inviting every practitioner to be present to the fact that innovation is as much about one’s mindset as it is about strategy, skill set, principles, practices and tools. This book is comprehensive and authentic to the spirit and richness of innovation. Staying true to their passion towards the subject, the authors invite you to consume this book and be moved by the possibilities of Open Innovation.
The Definitive Guide to Building Web-Centric SOA with REST The World Wide Web is based on the most successful technology architecture in history. It has changed how we view, access, and exchange information and, with the advent of REST, it has also provided us with compelling ways to build and improve automation solutions. REST provides a great deal of guidance to ensure that an architecture and its automation logic are technically sound, though it is still your responsibility to build services that actually add value to your business. SOA with REST is the first comprehensive tutorial and reference for designing and building RESTful services as part of service-oriented solutions and in conjunction with service-oriented architecture (SOA). This book demonstrates that REST is not only a suitable medium for building truly service-oriented solutions, but also that the service-oriented architectural model is a necessary foundation for REST technology architectures to realize their full business potential. The authors provide thorough mapping of REST constraints and architectural goals with service-orientation principles and SOA characteristics. Using real-world examples, they show how to leverage REST’s simplicity, flexibility, and low overhead without compromising the power or manageability of service-oriented solutions and architectures. This ebook will be valuable to IT architects, developers, and any practitioner seeking to use SOA and REST together.
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