[PDF] Top 20 A Modified Ant Colony Optimization Algorithm for Power Scheduling

... load scheduling three-layer feed-forward neural networks are ...load optimization, metaheuristic scheduling algorithm MACO is ...the power to the prior demanded ...this ... See full document

... the optimization to a solution without constraint violations, the solution found by the MMAS algorithm is ‘sub-optimal’, whereas no feasible solution was found using the BAS algorithm once ... See full document

... the colony. Ant colony optimization exploits a similar mechanism for solving optimization ...first ant colony optimization algorithm was proposed, ACO ... See full document

... each algorithm compared to the optimal solution We used the problem of 29, 52, 100, 150 node data from TSPLIB [3] in the experiments performed on the MACO ...for Modified ACO algorithm with reference ... See full document

... a modified ant colony optimization algorithm to solve the ...this algorithm performs well with various numbers of VN ...The algorithm also provides better ... See full document

... an Ant colony algorithm and provides a review of its applications to solve transportation ...the ant colony algorithm are made and ensured a solution which is very closer to the ... See full document

... smaller ant populations are found to perform best for MMAS (Tables 5, 7, 9 and 11), which might be attributed to the continuous exploration during an MMAS run ... See full document

... Genetic Algorithm (GA), Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), ...on Ant and Particle Swarm Optimization" aims to present recent ... See full document

... production scheduling problem for manufacturing processes at an enterprise is crucial as it allows one to obtain the required amount of production within a specified time ...of optimization algorithms or ... See full document

... The task list defines the priorities of tasks to consume resources, and the planned employee allocation matrix specifies the originally planned workload assignments. In this way, the representation takes both the issues ... See full document

... a ant has composed a temporary solution s , containing the planetary sequence, it proceeds assigning values to the even ...is modified in an analogous way as in ... See full document

... an ant cannot reach its ...arbitrary ant to find a demanded path and diversify link-disjoint path sets, the tabu-table based path construction is ... See full document

... Figure 3 indicates that the convergence speed of GA is slower compared with ACO and MMACO. Un- til the 43rd cycle, it can only find a not excellent enough solution (classification accuracy: 88.7%, num- ber of marker ... See full document

... a ant has composed a temporary solution s , containing the planetary sequence, it proceeds assigning values to the even ...is modified in an analogous way as in ... See full document

... Hence, less computational time is consumed. For relatively small instances, such as Rnd-3 and Rnd-8, NCRM-ACO is 20 times faster compared to pEA, the second fastest algorithm. For large instances, e.g., Fix-4, ... See full document

... Associate Professor, Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India ryanrajesh@hotmail.com Abstract - Nowadays, the systems related to healthcare are restructured with innovative ... See full document

... Abstract Ant colony optimization (ACO) is a population-based metaheuristic that can be used to find approximate solutions to difficult optimization ...given optimization problem ... See full document

... 6 Conclusion We have presented a model to the resolution of the SPSP using an MMAS algorithm and HC framework, which provides a well-defined structure with n- dimensional space for the memoristic information ... See full document

... route selection procedures in the corresponding computations. The initial procedure of the above illustrated strategy is to concentrate on the neighbourhood trade technique as an improvement heuristic within the pathways ... See full document

... between –0.075 and +1.12, Rajendran and Ziegler is between +0.72 and +1.86 and Stuetzle is between +0.196 and +2.475 (not shown). This also means that the MRE avg of the proposed ACO is upper limited to 16% as opposed to ... See full document