Coevolutionary Computation and Multiagent Systems

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WIT Press, 2012 - Computers - 257 pages
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The origins of evolutionary computation can be traced back to the late 1950's where it remained, almost unknown, to the broader scientific community until the late 1980's when it started to receive significant attention. This book presents the author's recent work in this field.
 

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Contents

Introduction
1
An organizational coevolutionary algorithm for classification
11
An organizational evolutionary algorithm for satisfiability problems
39
An organizational evolutionary algorithm for numerical optimization
51
Moving block sequence a new VLSI floorplan representation
83
An organizational evolutionary algorithm for general floorplanning based on moving block sequence
97
A multiagent genetic algorithm for global numerical optimization
127
A Macroagent evolutionary model for decomposable function optimization
155
A multiagent evolutionary algorithm for combinatorial optimization problems
169
A multiagent evolutionary algorithm for constraint satisfaction problems
193
15 unconstraint functions used in Chapter 4
233
13 constraint functions used in Chapter 4
235
Shape information and MBS corresponding to the results in Figure 62
241
Shape information and MBS corresponding to the results in Figure 63
249
Shape information and MBS corresponding to the results in Figure 64
255
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