Provides an introduction to the applications, theory, and algorithms of linear and nonlinear optimization. The emphasis is on practical aspects - discussing modern algorithms, as well as the influence of theory on the interpretation of solutions or on the design of software. The book includes several examples of realistic optimization models that address important applications. The succinct style of this second edition is punctuated with numerous real-life examples and exercises, and the authors include accessible explanations of topics that are not often mentioned in textbooks, such as duality in nonlinear optimization, primal-dual methods for nonlinear optimization, filter methods, and applications such as support-vector machines. The book is designed to be flexible. It has a modular structure, and uses consistent notation and terminology throughout. It can be used in many different ways, in many different courses, and at many different levels of sophistication.
Rural development in Israel consists of a unique variety of industrialization experiences that may be instructive for many countries at various stages of development. The social, ideological, political, economic, and organizational precepts that Israel's rural settlements are based on lend themselves to many different approaches. This book deals with industrialization patterns in the kibbutz, the moshav, the non-agricultural village, and the Arab village. Prevailing conditions (size and labor force, availability of skills, infrastructure) and objectives (creation of employment, improvement of living standards) vary depending on the specific type of settlement As a result, optimal policy for rural industrialization is different from village to village. The authors give the general background of and define the specific development objectives for each type of village. They review relevant conditions at the local and regional levels; analyze the individual experiences of industrial development; evaluate economic achievement and attainment of development goals; and determine influential factors. The final aim is to reassess Israeli policies and strategies and offer lessons to other countries undertaking rural industrialization.
Flexible graduate textbook that introduces the applications, theory, and algorithms of linear and nonlinear optimization in a clear succinct style, supported by numerous examples and exercises. It introduces important realistic applications and explains how optimization can address them.
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