[PDF] Top 20 A New Biological Operator in Genetic Algorithm for Class Scheduling Problem

... The aim of this research is to create an automated system for class scheduling problem using Genetic Algorithm to the extent by a new biologically inspired operator, Interference Induced[r] ... See full document

... the algorithm, is a set of food source generated by the random ...optimization problem, and the nectar amount of a food source corresponds to the quality (fitness) of the associated ...the genetic ... See full document

... the problem of job scheduling in cloud computing using artificial intelligence techniques such as genetic algorithm and ant ...to new cases on their own, lend them to massive parallel ... See full document

... Genetic algorithm (GA) is an optimization technique for a function defined over finite (discrete) ...search algorithm is heavily inspired by the mechanics of natural selection and natural genetics in ... See full document

... paper, new reformed genetic algorithm (GA) according to the multicellular organism mechanism is developed for power management of single microgrid incorporation with the distribution system ... See full document

... this problem class include Partially Matched Crossover (PMX) [20] and Uniform Par- tially Matched Crossover (UPMX) ...and scheduling prob- ...For scheduling with sequence- dependent setups, ... See full document

... The proposed variant of HGA called as DGA; uses the classical binary representation to denote activity priority. In this variant (DGA), the chromosome for each activity has 8 bits and thus can represent up to 255 values ... See full document

... HHC problem in- stances in the previous section is described ...various genetic operators including some new problem-specific ones that utilise heuristics to generate improved ...the ... See full document

... this problem optimally for small and me- dium size ...shop problem with more than two machines and with n jobs can be solved by either a heuristic or meta-heuristics such as genetic algorithm, ... See full document

... Scheduling in the operating system is a critical factor in the overall system ...Process scheduling in an operating system can be stated as allocating processes to the processor so that throughput & ... See full document

... minimization problem concerns two greedy approaches proposed, ...greedy algorithm is presented to construct a subtree graph involving minimal coding operations while supporting a valid network coding based ... See full document

... the problem. Shui et al. (2015) put forward a cloning algorithm and two heuristics of travel time ...The problem was formulated as a mixed integer programming problem and was solved using an ... See full document

... scheduling problem. The experimental results show that the algorithm can find the global optimum solution for small and medium scale ...proposed algorithm has obtained optimum solutions for ... See full document

... of scheduling algorithm exist in distributed computing ...job scheduling algorithm is to achieve a high performance computing and the best system ...job scheduling algorithms are not ... See full document

... shop scheduling is known to be a strong NP-hard ...shop scheduling included “m” objectives must also be an NP-hard ...multi-objective scheduling problem are computationally intractable for ... See full document

... each run. It is found that the main problem parameter that directly affects the computational time in a given problem is the number of operations. This is mainly attri- buted to the decoding mechanism of ... See full document

... crossover operator for genetic algorithm that generates high quality solutions to the Traveling Salesman Problem (TSP) ...crossover operator and schemata preserving process in crossover ... See full document

... and genetic operators performance were dependent on the problem size reflected in the chromosome ...the algorithm and vice ...and genetic operator rates has been approached in the ... See full document

... ship scheduling research is given in Christiansen et ...of scheduling, ship fleet planning problems are different than those of other modes of transportation because ships operate under different conditions ... See full document

... This paper is organized first to present the mathematical model, which describes the fitness function when the problem is solved applying a Genetic Algorithm (GA) (Hol75). A description of the GAs ... See full document