In the field of genetic and evolutionary algorithms (GEAs), much theory and empirical study has been heaped upon operators and test problems, but problem representation has often been taken as given. This monograph breaks with this tradition and studies a number of critical elements of a theory of representations for GEAs and applies them to the empirical study of various important idealized test functions and problems of commercial import. The book considers basic concepts of representations, such as redundancy, scaling and locality and describes how GEAs'performance is influenced. Using the developed theory representations can be analyzed and designed in a theory-guided manner. The theoretical concepts are used as examples for efficiently solving integer optimization problems and network design problems. The results show that proper representations are crucial for GEAs'success.

Computational Intelligence is a very dynamic domain of modern information society which integrates fields such as neural networks, fuzzy systems, evolutionary computation and intelligent systems in general. The book presents papers from the Euro-International Symposium on Computational Intelligence held in Kosice (Slovak Republic) in August 2000. It contains theoretical studies along with a chapter on applications and case studies. One of the main results of the symposium is that the combination of various techniques into hybrid intelligent systems will be very important for the development of intelligent information systems in the 21st century. The book also contains interesting forewords written by L.A. Zadeh, D.E. Goldberg, and K. Fukushima.

"Informative, provocative, and practical . . . developing the skills outlined in The Entrepreneurial Engineer is a necessity for a productive engineering career."
--Raymond L. Price, William H. Severns Professor of Human Behavior Director, Illinois Leadership Center, University of Illinois at Urbana-Champaign

"I believe that The Entrepreneurial Engineer has the potential to change the landscape of what engineers learn and do."
--John R. Koza, former CEO and chairman, Scientific Games Inc. and Consulting Professor, Stanford University

"Dr. Goldberg provides the road map for engineers of the future to stay at the front of the wave by learning to think more like entrepreneurs. . . Consider this book your survival handbook for the rest of your life."
--From the Foreword by Tim Schigel, Director Blue Chip Venture Company

Entrepreneurial times call for "The Entrepreneurial Engineer"

In an age when technology and business are merging as never before, today's engineers need skills matched with the times. Today, career success as an engineer is determined as much by an ability to communicate with coworkers, sell ideas, and manage time as by talent at manipulating a Laplace transform, coding a Java object, or analyzing a statically indeterminate structure.

This book covers those nontechnical skills needed by today's entrepreneurial engineers who mix strong technical know-how, business and organizational prowess, and an alert eye for opportunity. Author David Goldberg unlocks the keys to ten core competencies at the heart of what entrepreneurial engineers need to master to be effective in a fast-moving world of deals, teams, startups, and innovating corporations.You'll discover how to: Feel the essence--and the joys--of engineering Examine personal motivation and set goals Master time management and organization Write fast and well under pressure Prepare and deliver effective presentations Understand and practice good human relations Act ethically in matters large, small, and engineering Assess technology opportunities Understand teams, leadership, culture, and the organization of organizations