Knowledge Incorporation in Evolutionary Computation

Knowledge Incorporation in Evolutionary Computation PDF Author: Yaochu Jin
Publisher: Springer
ISBN: 3540445110
Category : Mathematics
Languages : en
Pages : 543

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Book Description
Incorporation of a priori knowledge, such as expert knowledge, meta-heuristics and human preferences, as well as domain knowledge acquired during evolu tionary search, into evolutionary algorithms has received increasing interest in the recent years. It has been shown from various motivations that knowl edge incorporation into evolutionary search is able to significantly improve search efficiency. However, results on knowledge incorporation in evolution ary computation have been scattered in a wide range of research areas and a systematic handling of this important topic in evolutionary computation still lacks. This edited book is a first attempt to put together the state-of-art and re cent advances on knowledge incorporation in evolutionary computation within a unified framework. Existing methods for knowledge incorporation are di vided into the following five categories according to the functionality of the incorporated knowledge in the evolutionary algorithms. 1. Knowledge incorporation in representation, population initialization, - combination and mutation. 2. Knowledge incorporation in selection and reproduction. 3. Knowledge incorporation in fitness evaluations. 4. Knowledge incorporation through life-time learning and human-computer interactions. 5. Incorporation of human preferences in multi-objective evolutionary com putation. The intended readers of this book are graduate students, researchers and practitioners in all fields of science and engineering who are interested in evolutionary computation. The book is divided into six parts. Part I contains one introductory chapter titled "A selected introduction to evolutionary computation" by Yao, which presents a concise but insightful introduction to evolutionary computation.

Knowledge Incorporation in Evolutionary Computation

Knowledge Incorporation in Evolutionary Computation PDF Author: Yaochu Jin
Publisher: Springer
ISBN: 3540445110
Category : Mathematics
Languages : en
Pages : 543

Get Book

Book Description
Incorporation of a priori knowledge, such as expert knowledge, meta-heuristics and human preferences, as well as domain knowledge acquired during evolu tionary search, into evolutionary algorithms has received increasing interest in the recent years. It has been shown from various motivations that knowl edge incorporation into evolutionary search is able to significantly improve search efficiency. However, results on knowledge incorporation in evolution ary computation have been scattered in a wide range of research areas and a systematic handling of this important topic in evolutionary computation still lacks. This edited book is a first attempt to put together the state-of-art and re cent advances on knowledge incorporation in evolutionary computation within a unified framework. Existing methods for knowledge incorporation are di vided into the following five categories according to the functionality of the incorporated knowledge in the evolutionary algorithms. 1. Knowledge incorporation in representation, population initialization, - combination and mutation. 2. Knowledge incorporation in selection and reproduction. 3. Knowledge incorporation in fitness evaluations. 4. Knowledge incorporation through life-time learning and human-computer interactions. 5. Incorporation of human preferences in multi-objective evolutionary com putation. The intended readers of this book are graduate students, researchers and practitioners in all fields of science and engineering who are interested in evolutionary computation. The book is divided into six parts. Part I contains one introductory chapter titled "A selected introduction to evolutionary computation" by Yao, which presents a concise but insightful introduction to evolutionary computation.

Flaubert, Zola, and the Incorporation of Disciplinary Knowledge

Flaubert, Zola, and the Incorporation of Disciplinary Knowledge PDF Author: L. Duffy
Publisher: Springer
ISBN: 1137297549
Category : Literary Criticism
Languages : en
Pages : 240

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Book Description
This book is about how France's two major documentary authors of the nineteenth century – Gustave Flaubert and Émile Zola – incorporate medical knowledge about the body into their works, and in so doing exploit its metaphorical potential of the body to engage in critical reflection about the accumulation and reconfiguration of knowledge.

Reimagining Utopias

Reimagining Utopias PDF Author: Iveta Silova
Publisher: Springer
ISBN: 9463510117
Category : Education
Languages : en
Pages : 8

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Book Description
Reimaginig Utopias explores the shifting social imaginaries of post-socialist transformations to understand what happens when the new and old utopias of post-socialism confront the new and old utopias of social science. This peer-reviewed volume addresses the theoretical, methodological, and ethical dilemmas encountered by researchers in the social sciences as they plan and conduct education research in post-socialist settings, as well as disseminate their research findings. Through an interdisciplinary inquiry that spans the fields of education, political science, sociology, anthropology, and history, the book explores three broad questions: How can we (re)imagine research to articulate new theoretical insights about post-socialist education transformations in the context of globalization? How can we (re)imagine methods to pursue alternative ways of producing knowledge? And how can we navigate various ethical dilemmas in light of academic expectations and fieldwork realities? Drawing on case studies, conceptual and theoretical essays, autoethnographic accounts, as well as synthetic introductory and conclusion chapters by the editors, this book advances an important conversation about these complicated questions in geopolitical settings ranging from post-socialist Africa to Eastern Europe and Central Asia. The contributors not only expose the limits of Western conceptual frameworks and research methods for understanding post-socialist transformations, but also engage creatively in addressing the persisting problems of knowledge hierarchies created by abstract universals, epistemic difference, and geographical distance inherent in comparative and international education research. This book challenges the readers to question the existing education narratives and rethink taken-for-granted beliefs, theoretical paradigms, and methodological frameworks in order to reimagine the world in more complex and pluriversal ways.

Willing's Press Guide

Willing's Press Guide PDF Author:
Publisher:
ISBN:
Category : English newspapers
Languages : en
Pages : 484

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Book Description
Coverage of publications outside the UK and in non-English languages expands steadily until, in 1991, it occupies enough of the Guide to require publication in parts.

Willing's Press Guide and Advertisers' Directory and Handbook

Willing's Press Guide and Advertisers' Directory and Handbook PDF Author:
Publisher:
ISBN:
Category : English newspapers
Languages : en
Pages : 478

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The Incorporation of the Triune God in Himself and with His Believers

The Incorporation of the Triune God in Himself and with His Believers PDF Author: Kerry S. Robichaux
Publisher: A&C Press
ISBN: 1536029432
Category : Religion
Languages : en
Pages : 441

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Book Description
"Incorporation" refers to the joint concept of the mutual indwelling of the Father, the Son, and the Spirit and Their mutual working together as one. These two concepts are not new in Christian thought, but they are overlooked by many Christian teachers and writers today and, consequently, by many Christians in general. The effect of this omission is that many common believers (if not their teachers!) fall easily into the mistaken view that the three of the Divine Trinity exist separably, act separably, and therefore are separably three Gods, even though most know better than to say so. This book is at one level a reaction to that mistaken view, because the writers of the New Testament were very far from it in their concept and utterance. But at stake is not just the Trinity as the capital teaching of the Christian faith (if that were not enough to be concerned about). The essence of true Christian experience is also greatly affected by our understanding of how the Triune God is in Himself and how He acts in Himself, for according to the New Testament the essence of the believers' life and living is the extension of the Triune God's mutual indwelling and mutual working together as one within them. Thus, at another level this book is a reaction to a merely moral and ethical view of the Christian life, because, again, the writers of the New Testament present the Christian life more profoundly as the believers' incorporation of the Triune God, who lives and operates within them. The content of this book is a careful consideration of the incorporation of the Triune God in Himself and with His believers as evidenced textually in the New Testament, particularly the Gospel of John through the Epistle of Jude.

The New York Supplement

The New York Supplement PDF Author:
Publisher:
ISBN:
Category : Law reports, digests, etc
Languages : en
Pages : 1162

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Book Description


Oklahoma Reports

Oklahoma Reports PDF Author: Oklahoma. Supreme Court
Publisher:
ISBN:
Category : Law reports, digests, etc
Languages : en
Pages : 908

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Book Description


The Law Reports of the Incorporated Council of Law Reporting

The Law Reports of the Incorporated Council of Law Reporting PDF Author: Great Britain. High Court of Justice. Chancery Division
Publisher:
ISBN:
Category : Equity
Languages : en
Pages : 848

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Book Description


The New Schaff-Herzog Encyclopedia of Religious Knowledge

The New Schaff-Herzog Encyclopedia of Religious Knowledge PDF Author: Albert Hauck
Publisher:
ISBN:
Category : Theology
Languages : en
Pages : 534

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Book Description