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This volume collects research papers addressing topical issues in
economics and management with a particular focus on dynamic models
which allow to analyze and foster the decision making of firms in
dynamic complex environments. The scope of the contributions ranges
from daily operational challenges firms face to strategic choices
in dynamic industry environments and the analysis of optimal growth
paths. The volume also highlights recent methodological
developments in the areas of dynamic optimization, dynamic games
and meta-heuristics, which help to improve our understanding of
(optimal) decision making in a fast evolving economy.
The aim of Metaheuristics: Progress in Complex Systems Optimization
is to provide several different kinds of information: a delineation
of general metaheuristics methods, a number of state-of-the-art
articles from a variety of well-known classical application areas
as well as an outlook to modern computational methods in promising
new areas. Therefore, this book may equally serve as a textbook in
graduate courses for students, as a reference book for people
interested in engineering or social sciences, and as a collection
of new and promising avenues for researchers working in this field.
Highlighted are recent developments in the areas of Simulated
Annealing, Path Relinking, Scatter Search, Tabu Search, Variable
Neighborhood Search, Hyper-heuristics, Constraint Programming,
Iterated Local Search, GRASP, bio-inspired algorithms like Genetic
Algorithms, Memetic Algorithms, Ant Colony Optimization or Swarm
Intelligence, and several other paradigms.
This volume collects research papers addressing topical issues in
economics and management with a particular focus on dynamic models
which allow to analyze and foster the decision making of firms in
dynamic complex environments. The scope of the contributions ranges
from daily operational challenges firms face to strategic choices
in dynamic industry environments and the analysis of optimal growth
paths. The volume also highlights recent methodological
developments in the areas of dynamic optimization, dynamic games
and meta-heuristics, which help to improve our understanding of
(optimal) decision making in a fast evolving economy.
This book's aim is to provide several different kinds of
information: a delineation of general metaheuristics methods, a
number of state-of-the-art articles from a variety of well-known
classical application areas as well as an outlook to modern
computational methods in promising new areas. Therefore, this book
may equally serve as a textbook in graduate courses for students,
as a reference book for people interested in engineering or social
sciences, and as a collection of new and promising avenues for
researchers working in this field.
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