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Order-based problems are a class of combinatorial optimization problems in which the entities to be combined are already determined Order crossover (OX) A crossover method for dealing with a permutation operator that strives to preserve portions of the absolute ordering of each parent Ontogeny The developmental history (birth to death) of a single organism Panmictic genetic algorithm A parallel GA implementation in which the primary control is maintained by a master processor and cost function evaluations are sent out to slave processors Also known as a master slave GA Parallel genetic algorithm A genetic algorithm written to run on a parallelprocessing computer Parent An individual that reproduces to generate one or more other individuals, known as offspring, or children Pareto front All Pareto optimal solutions for a given problem Pareto genetic algorithm A GA whose population approximates the Pareto front.

nals of the antenna For a specific physical dimension, the antenna will be resonant at a particular frequency 4 Distance Electric and magnetic fields are related to each other Both field strengths fall off with increasing distance In the far field, the behavior is similar to that of the loop source When we move in close to the point source, both magnetic and electric fields have a greater dependence on distance from the source Propagation of RF energy, both electric and magnetic fields, can be represented as equivalent component models that help describe their propagation mode with an antenna structure as the visual display A time-varying electric field between two conductors can be represented as a capacitor configuration (dipole antenna) A time-varying magnetic field between these same two conductors is represented by mutual inductance (loop antenna) Figures 23a,b illustrate these two coupling configurations.

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Upon substituting Equation 3.52in Equation 3.48the weight adaptation equation becomes:

For these noise-coupling models to be valid, the physical dimensions of the circuit must be small compared to the wavelength of the signals involved When the model is not truly valid, we use lumped-component representation to explain EMC for the following reasons: 1 Maxwell s equations are difficult to solve for most real-world situations due to complicated boundary conditions If we have no level of confidence in the validity of the approximation due to lumped modeling, then the model is invalid 2 Numerical modeling usually does not show all RF energy paths Those paths are generally perfect in nature and may not represent actual circuit operation Radio-frequency energy is developed from many aspects of signal-routing topology and configuration Common-mode currents exist due to an imbalance in the differential-mode transmission of a propagating wave, which is a primary reason for the development of EMI.

Pareto optimal A point is Pareto optimal if decreasing the cost of one cost function causes an increase in cost for at least one of the other cost functions Parse tree A method of following the ow of a computer program Partially matched crossover (PMX) A reordering operator where two crossover points are chosen, the values between these points exchanged, then a careful procedure followed to eliminate any repeated numbers from the solution Particle swarm optimization A global optimization method that mimics the optimal swarm behavior of animals such as birds and bees Performance Usually some statistical evaluation of the cost or tness over all generations Permutation problem A problem that involves reordering a list Phenotype The environmentally and genetically determined traits of an organism These traits are actually observed Phylogeny The developmental history of a group of organisms Plus strategy The process in which the parents and offspring compete.

Other aspects of RF generation are due to parasitic elements within a transmission line, especially unknown capacitive and inductive elements that cannot be anticipated as they exist within the system in a virtual manner not visually seen on a schematic or identified within a component model Even if a modeling answer is possible, system-dependent parameters are not clearly identified or shown along with the explanation in item 1 above For these two reasons, it is nearly impossible to simulate EMI, especially if common-mode current is the culprit Too many times, we base results from simulation tools as being accurate at the PCB level when the real transmission paths are interconnects external to the source generator Without knowledge of unexpected parasitics, which are difficult if not impossible to include within a simplified mode, the results of simulation only provide an insight into how RF energy may or may not exist..

Point mutation Alters a single feature to some random value Population A group of individuals that interact (breed) together Quadratic surface Bowl-shaped surface Random seed A number passed to a random number generator that the random number generator uses to initialize its production of random numbers Rank selection Chromosomes are assigned a probability of selection based on their rank in the population..

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