This book focuses on machine learning (ML) assisted evolutionary multi- and many-objective optimization (EMâO). EMâO algorithms, namely EMâOAs, iteratively evolve a set of solutions towards a good Pareto Front approximation. The availability of multiple solution sets over successive generations makes EMâOAs amenable to application of ML for different pursuits.  Recognizing the immense potential for ML-based enhancements in the EMâO domain, this book intends to serve as an exclusive resource for both domain novices and the experienced researchers and practitioners. To achieve this goal, the book first covers the foundations of optimization, including problem and algorithm types. Then, well-structured chapters present some of the key studies on ML-based enhancements in the EMâO domain, systematically addressing important aspects. These include learning to understand the problem structure, converge better, diversify better, simultaneously converge and diversify better, and analyze the Pareto Front. In doing so, this book broadly summarizes the literature, beginning with foundational work on innovization (2003) and objective reduction (2006), and extending to the most recently proposed innovized progress operators (2021-23). It also highlights the utility of ML interventions in the search, post-optimality, and decision-making phases pertaining to the use of EMâOAs. Finally, this book shares insightful perspectives on the future potential for ML based enhancements in the EMâOA domain.To aid readers, the book includes working codes for the developed algorithms. This book will not only strengthen this emergent theme but also encourage ML researchers to develop more efficient and scalable methods that cater to the requirements of the EMâOA domain. It serves as an inspiration for further research and applications at the synergistic intersection of EMâOA and ML domains.

The future of Brazilian Amazonia, the world's largest remaining tropical rainforest, hangs in the balance. Two decades of destructive development have provoked violent struggles for control over the region's resources, with disastrous social and environmental consequences.;This multi-disciplinary collection reviews past experience but focusses on the latest phase of Amazonian settlement. Chapters by leading authorities examine such issues as colonization in the most recent frontier areas, multinational mining projects, hydro-electric schemes, and the military occupation of Brazil's borders. After demonstrating how new government and business activities have exacerbated social tensions and ecological destruction, the volume considers alternative, more substantial strategies.

Multicultural counseling and psychology evolved as a response to the Eurocentrism prevalent in the Western healing professions and has been used to challenge the Eurocentric, patriarchal, and heteronormative constructs commonly embedded in counseling and psychology. Ironically, some of the practices and paradigms commonly associated with "multiculturalism" reinforce the very hegemonic practices and paradigms that multicultural counseling and psychology approaches were created to correct. In Decolonizing "Multicultural" Counseling through Social Justice, counseling and psychology scholars and practitioners examine this paradox through a social justice lens by questioning and challenging the infrastructure of dominance in society, as well as by challenging ourselves as practitioners, scholars, and activists to rethink our commitments. The authors analyze the ways well-meaning clinicians might marginalize clients and contribute to structural inequities despite multicultural or cross-cultural training, and offer new frameworks and skills to replace the essentializing and stereotyping practices that are widespread in the field. By addressing the power imbalances embedded in key areas of multicultural theory and practice, contributors present innovative methods for revising research paradigms, professional education, and hands-on practice to reflect a commitment to equity and social justice. Together, the chapters in this book model transformative practice in the clinic, the schools, the community, and the discipline. Among the topics covered: Rethinking racial identity development models. Queering multicultural competence in counseling. Developing a liberatory approach to trauma counseling. Decolonizing psychological practice in the context of poverty. Utilizing indigenous paradigms in counseling research. Addressing racism through intersectionality. A mind-opening text for multicultural counseling and psychology courses as well as other foundational courses in counseling and psychology education, Decolonizing "Multicultural" Counseling through Social Justice challenges us to let go of simplistic approaches, however well-intended, and to embrace a more transformative approach to counseling and psychology practice and scholarship.

Peer to Peer Computing: The Evolution of Disruptive Technology takes a holistic approach to the affects P2P Computing has on a number a disciplines. Some of those areas covered within this book include grid computing, web services, bio-informatics, security, finance and economics, collaboration, and legal issues. Unique in its approach, Peer to Peer Computing includes current articles from academics as well as IT practitioners and consultants from around the world. As a result, the book strikes a balance for many readers. Neither too technical or too managerial, Peer to Peer Computing appeals to the needs of both researchers and practitioners who are trying to gain a more thorough understanding of current P2P technologies and their emerging ramifications.

Help change the world by bringing ideas of social justice into your group work practice!
Social workers who use hip-hop music to reach out to troubled adolescents. Practitioners who compare First Nations talking circles with social work practice with groups. A retired professor who transforms the way her fellow senior living center residents participate in their world. Fathers of children with spina bifida who help one another through an online discussion group. These and other examples you?ll discover in Social Work with Groups: Social Justice Through Personal, Community, and Societal Change will help you to assist groups to gain a sense of empowerment and create change in their own lives and communities.
In Social Work with Groups: Social Justice Through Personal, Community, and Societal Change you?ll also find: definitions of social justice within the context of social work a proposal to help focus on social justice in teaching guidelines for group facilitators making decisions about self-disclosure studies of innovative group work discussion of the challenges to achieving social justice in group work valuable ways to ground social group work in rich cultural traditions This new book rides the crest of the growing wave of justice in social work with groups. Culled from the proceedings of the 22nd International Symposium of the Association for the Advancement of Social Work with Groups, it gives you the innovations and current thinking of professionals who, while coming from different cultural and professional backgrounds, are focused on helping all people enjoy the same rights and opportunities. If you want to use group work to challenge social inequality, Social Work withGroups will be a welcome addition to your library. Social action that gets results has to start somewhere?let it begin with you!

The future of Brazilian Amazonia, the world's largest remaining tropical rainforest, hangs in the balance. Two decades of destructive development have provoked violent struggles for control over the region's resources, with disastrous social and environmental consequences. This multi-disciplinary collection reviews past experience but focusses on the latest phase of Amazonian settlement. Chapters by leading authorities examine such issues as colonisation in the most recent frontier areas, multinational mining projects, hydro-electric schemes, and the military occupation of Brazil's borders. After demonstrating how new government and business activities have exacerbated social tensions and ecological destruction, the volume considers alternative, more sustainable strategies.

The authors incorporate the neurologic examination into a play framework, wherein they can analyze a child's personality and development, searching for _soft_ signs of postural or motor incoordination, and for _hard_ signs of childrens' mental status.

Help change the world by bringing ideas of social justice into your group work practice!
Social workers who use hip-hop music to reach out to troubled adolescents. Practitioners who compare First Nations talking circles with social work practice with groups. A retired professor who transforms the way her fellow senior living center residents participate in their world. Fathers of children with spina bifida who help one another through an online discussion group. These and other examples you?ll discover in Social Work with Groups: Social Justice Through Personal, Community, and Societal Change will help you to assist groups to gain a sense of empowerment and create change in their own lives and communities.
In Social Work with Groups: Social Justice Through Personal, Community, and Societal Change you?ll also find: definitions of social justice within the context of social work a proposal to help focus on social justice in teaching guidelines for group facilitators making decisions about self-disclosure studies of innovative group work discussion of the challenges to achieving social justice in group work valuable ways to ground social group work in rich cultural traditions This new book rides the crest of the growing wave of justice in social work with groups. Culled from the proceedings of the 22nd International Symposium of the Association for the Advancement of Social Work with Groups, it gives you the innovations and current thinking of professionals who, while coming from different cultural and professional backgrounds, are focused on helping all people enjoy the same rights and opportunities. If you want to use group work to challenge social inequality, Social Work withGroups will be a welcome addition to your library. Social action that gets results has to start somewhere?let it begin with you!

Multicultural counseling and psychology evolved as a response to the Eurocentrism prevalent in the Western healing professions and has been used to challenge the Eurocentric, patriarchal, and heteronormative constructs commonly embedded in counseling and psychology. Ironically, some of the practices and paradigms commonly associated with "multiculturalism" reinforce the very hegemonic practices and paradigms that multicultural counseling and psychology approaches were created to correct. In Decolonizing "Multicultural" Counseling through Social Justice, counseling and psychology scholars and practitioners examine this paradox through a social justice lens by questioning and challenging the infrastructure of dominance in society, as well as by challenging ourselves as practitioners, scholars, and activists to rethink our commitments. The authors analyze the ways well-meaning clinicians might marginalize clients and contribute to structural inequities despite multicultural or cross-cultural training, and offer new frameworks and skills to replace the essentializing and stereotyping practices that are widespread in the field. By addressing the power imbalances embedded in key areas of multicultural theory and practice, contributors present innovative methods for revising research paradigms, professional education, and hands-on practice to reflect a commitment to equity and social justice. Together, the chapters in this book model transformative practice in the clinic, the schools, the community, and the discipline. Among the topics covered: Rethinking racial identity development models. Queering multicultural competence in counseling. Developing a liberatory approach to trauma counseling. Decolonizing psychological practice in the context of poverty. Utilizing indigenous paradigms in counseling research. Addressing racism through intersectionality. A mind-opening text for multicultural counseling and psychology courses as well as other foundational courses in counseling and psychology education, Decolonizing "Multicultural" Counseling through Social Justice challenges us to let go of simplistic approaches, however well-intended, and to embrace a more transformative approach to counseling and psychology practice and scholarship.

This volume contains the proceedings of the "Conference on the (p, n) Reaction and the Nucleon-Nucleon Force" held in Telluride, Colorado, March 29-31, 1979. The idea to hold this conference grew out of a program at the Indiana University Cyclotron Facility to study the (p, n) reaction in the 50-200 MeV energy range. The first new Indiana data, in contrast to low energy data, showed features suggestive of a dominant one pion exchange interaction. It seemed desir able to review what was known about the fre.e and the effective nucleon-nucleon force and the connection between the low and high energy (p, n) data. Thus the conference was born. The following people served as the organizing committee: S. M. Austin, Michigan State University W. Bertozzi, Massachusetts Institute of Technology S. D. Bloom, Lawrence Livermore Laboratory C. C. Foster, Indiana University C. D. Goodman, Oak Ridge National Laboratory (Conference Chairman) D. A. Lind, University of Colorado J. Rapaport, Ohio University G. R. Satch1er, Oak Ridge National Laboratory G. E. Walker, Indiana University R. L. Walter, Duke University and TUNL The sponsoring organizations were: Indiana University, Bloomington, Indiana University of Colorado, Boulder, Colorado Oak Ridge National Laboratory, Oak Ridge, Tennessee Triangle Universities Nuclear Laboratory, Durham, North Carolina Of course, the major credit for the success of the con ference must go to the speakers who diligently prepared their talks that are reproduced in this volume."

The proceedings of the "International Conference on Spin Observables of Nuclear Probes" are presented in this volume. This conference was held in Telluride, Colorado, March 14-17, 1988, and was the fourth in the Telluride series of nuclear physics conferences. A continuing theme in the Telluride conference series has been the complementarity of various intermediate-energy projectiles for elucidating the nucleon-nucleon interaction and nuclear structure. Earlier conferences have contributed significantly to an understanding of spin currents in nuclei, in particular the distribution of Gamow-Teller strength using charge-exchange reactions. The previous conference on "Antinucleon and Nucleon Nucleus Interactions" compared nuclear information from tra tional probes to recent results from antinucleon reactions. The 1988 conference on Spin Observables of Nuclear Probes, put special emphasis on spin observables and brought together experts using spin information to probe nuclear structure. Spin observables have provided very detailed information about nuclear structure and reactions. Since the 1985 Telluride conference we have seen data from new focal plane polarimeters at LAMPF, TRIUMF, IUCF and elsewhere. In addition, spin observables provide an important common ground between electron and hadron scattering physics. In the future we look forward to new facilities such as NTOF for polarized neutron measurements at Los Alamos and a vigorous spin program at CEBAF."

A comprehensive guide to the application and processing of condition-based data to produce prognostic estimates of functional health and life. Prognostics and Health Management provides an authoritative guide for an understanding of the rationale and methodologies of a practical approach for improving system reliability using conditioned-based data (CBD) to the monitoring and management of health of systems. This proven approach uses electronic signatures extracted from conditioned-based electrical signals, including those representing physical components, and employs processing methods that include data fusion and transformation, domain transformation, and normalization, canonicalization and signal-level translation to support the determination of predictive diagnostics and prognostics. Written by noted experts in the field, Prognostics and Health Management clearly describes how to extract signatures from conditioned-based data using conditioning methods such as data fusion and transformation, domain transformation, data type transformation and indirect and differential comparison. This important resource: Integrates data collecting, mathematical modelling and reliability prediction in one volume Contains numerical examples and problems with solutions that help with an understanding of the algorithmic elements and processes Presents information from a panel of experts on the topic Follows prognostics based on statistical modelling, reliability modelling and usage modelling methods Written for system engineers working in critical process industries and automotive and aerospace designers, Prognostics and Health Management offers a guide to the application of condition-based data to produce signatures for input to predictive algorithms to produce prognostic estimates of functional health and life.

The United States Geological Survey (USGS) is a scientific organization created in 1879, and is part of the U.S. government. Their scientists explore our environment and ecosystems, to determine the natural dangers we are facing. The agency has over 10,000 employees that collect, monitor, and analyze data so that they have a better understanding of our problems. The USGS is dedicated to provide reliable, investigated information to enhance and protect our quality of life. This is one of their reports.

This collection of literature attempts to compile many of the classic, timeless works that have stood the test of time and offer them at a reduced, affordable price, in an attractive volume so that everyone can enjoy them.