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Artificial Intelligence of Chess Games (2)--Learning algorithm

, through interactive feedback with the environment to learn the model , see blog: "The application of several intelligent algorithms in the Othello program ∗".  Of course, the random algorithm in machine learning: simulated annealing/genetic algorithm , is also an effective way, and it is simpler and easier to understand, the author will focus on the interpretation here.Genetic algorithm:  Genetic Algorithm (GA) is a simulation of the evolutionary process of nature. " Natural selection , adapt

Core switch Fibre port-level connection mode and type

The port of the core switch is mainly a fiber type, but the price of the switch fibre port is very expensive and requires special attention from the user, while the fibre port of the switch is not stacked and can only be used for cascading purposes. Cascading can use either a normal port or a special mdi-ii port. A pass-through cable should be used when the two ports that are cascaded are normal (that is, mdi-x) and Mdi-ii ports. You should use a crossover

How to do the network cable

crystal head, push forward the top, when the crystal head from the front to see the line neat arrangement, the use of wire pliers crystal head pressing module to squeeze it. Cross line connection method (above) Direct connection method (above) The order of this network cable is a general method of producing B-type cable. If it is a type of cable production sequence is orange green swap, become: white green, green, white orange, blue, white blue, orange, white brown,

Very good example of genetic algorithm __ algorithm

difference in fitness, and random selection of a no difference, not conducive to the control of evolutionary speed and direction2. This stuff, there is a choice to put back, in some engineering applications, sometimes there is no choice to put backAnother: such as the control of children without duplication, etc., also need to be considered. In fact, understand the truth, their own design a targeted operator more practical significance, do not be afraid of trouble. (5)

The structure of the router

microprocessor on each line card. Third, in order to provide QoS (quality of service), the port is divided into several predefined service levels for the packets received. Finally, ports may need to run data link-level protocols such as SLIP (Serial Line Internetwork Protocol) and PPP (Point-to-Point Protocol) or network-level protocols such as PPTP (Point-to-Point Tunneling Protocol). Once the routing lookup is complete, the packet must be sent to its output port with a switching switch. If th

Talk about LAN switch

direct point-to-point connection between ports, this structure is very good for simple single point (Unicast) information transmission, but it is not suitable for multicast transmission of point-to-point. Because broadcasting and multicast transmission are very common in the actual network application environment, the standard crossover bus method can bring some transmission problems. For example, Port B and Port C can wait only when port a transmits

Differential Evolutionary algorithm

Original link: Differential evolutionary algorithmThe differential evolutionary algorithm (differential evolution,de) is a vector-based meta-heuristic algorithm, which has good convergence. The DE variant has many, and has been applied in a wide range of disciplines. Here is a brief introduction to basic differential evolution and its main implementation details and variants. The basic convergence of population variance is discussed. Introduction Differential Evolution (differential evolution,de

Discussion on optimal solution algorithm

of biological evolution, genetic algorithm will solve the problem of simulation into a process of biological evolution, through replication, crossover, mutation and other operations to produce the next generation of solutions, and gradually eliminate the low degree of fitness function value of the solution, increase the value of the solution of high fitness function. This evolution of n generation is likely to evolve an individual with a high degree

Optimizing Data Center Dynamic network traffic allocation by improved genetic algorithm

add a wireless network, can be used to alleviate the data transmission server imbalance caused by the transmission delay, data congestion and other problems. You can also minimize the reliance of the wired network on the Stand (Rack).Improved twoOn the basis of improving one, because the wireless network is required network IP address allocation, and the number of IP addresses is limited, so how to dynamically allocate IP address is a need to solve the problem, and the improvement of two is mai

Turn strongly recommended genetic Algorithm primer example

groups. Its specific operation is:• The sum of the fitness of all individuals in the population is calculated first ∑fi (i=1.2,..., M);• Second, calculate the relative fitness size of each individual fi/∑fi, which is the probability that each individual is inherited to the next generation,• Each probability value consists of a region, and the sum of all probability values is 1;• Finally, a random number between 0 and 1 is generated, which determines the number of times each individual is select

Use ADSL-free proxy sharing internet surfing

Multi-machine sharing an ADSL broadband line online has become the most popular topic on BBS. Most of the way is to use a host agent, other computers through this agent Internet. What if the mainframe doesn't open? A simpler way is to use the ADSL Modem with the leading role. The specific implementation method, see below decomposition.Hardware PreparationFirst of all, to understand my network environment, I use ADSL broadband by the local telecom to provide (monthly). Uses the telephone line con

Recognition of multi-population genetic algorithm _ pattern Recognition

Multi-group Genetic algorithm is the intelligent algorithm for writing papers, the advanced version of genetic algorithm. Its flowchart is as follows: The SGA is a common standard genetic algorithm, it can be seen that the multiple groups of different groups of genetic algorithms in the various control parameters of the SGA to maintain the diversity of the population. The control parameter is the crossover probability pc and the mutation prob

Key points for configuring PIX dual-Machine failover

")-you can use any unused Ethernet port on your device, in this way when the two devices are more than 6 feet (about 1.83 meters) away. Note that this method must be connected through the switch (the recommended use of a separate switch), and not directly connected to the Ethernet port of the two machines through the crossover line. The disadvantages of Ethernet based failover link include: #8226; When a power failure occurs, it takes longer to fai

Common network cable making connection mode

568A line order from left to right in turn: White green, green, white orange, blue, white blue, orange, white brown, Brown. 568B is: white orange, orange, white green, blue, white blue, green, white brown, Brown. The crossover line means: One end is a 568A standard, the other end is a 568B standard twisted pair. Straight line refers to: Both ends are 568A or 568B standard twisted pair. Use direct connection when the following devices are interconn

Virtual machines, development boards, notebooks connected to each other

Compared to the feeling of heartbreak, the Development Board mounted virtual machine in the file system has been working normally, do not know how, today is how they are not successful, wasted fast two hours to fix, finally found is a very funny problem, Perhaps recently modified a network configuration file so that my virtual machine can be online cause my auto eth3 into a ifupidown eth3 and can not be edited, how the Cup, the current personal think for this reason caused by the mount is not su

Linux Notes 6.0

both ends, i.e. straight line (for different devices connected)Crossover Line (Crossover):One end with a, b at one end, i.e. a crossover line (for the same device, special case: switch (non-household type) and computer phaseEvenLAN StandardEarly IEEE 802.3 (WiFi Protocol IEEE 802.11)Now Ethernet2The ETHERNET2 protocol has been superseded by IEEE 802.3Frame struc

Prerequisites for creating a network: creating a network cable

The crossover network cable is used for the connection between the adsl modem and the HUB (not all of which are related to the MODEM design). The connection between the HUB and the HUB does not pass the cascade connection port, and the two computers are directly connected to each other through the NIC. The production method is basically the same as the above, but the online order is not like 568B. It adopts the 1-3, 2-6 exchange method, that is, one u

Comparison between multi-protocol GMPLS and MPLS

given link. MPLS does not rely on these features 。 Therefore, if a user requests more bandwidth on a given link, no structure in MPLS can request this additional capacity to expand the bandwidth. Therefore, IETE (which defines the organization of the underlying Ethernet protocol) mainly uses extended MPLS to mask non-IP devices to face this challenge, and puts forward the general MPLS (multi-protocol GMPLS ), also known as multi-protocol λ exchange 。 Ii. Differences between GMPLS and MPLS proto

Cabinet cable details (1)

of the reverse line is that the test has been completed and there is no need to worry about the cable length on the rear side of the Cabinet. The disadvantage is that the two ends of the cable have been fixed, and there will be a lot of crossover between the cables. It is very laborious to make the cables neat and tidy, and there must be a pair of twisted wires scattered between the two fixed ends, this location is often in the floor when going offli

Use the DEB package in Ubuntu to install the Google Chrome browser

We have discussed how to use wine to install GoogleChrome In Ubuntu. Chrome is designed to create a secure, fast, and more stable online experience. Chromium code is the foundation of the Chrome browser. Check out the Chromium working in Ubuntu first: Download The. deb package of GoogleChrome: wgethttp: // media.codeweavers.com/pub/crossover/chro We have discussed how to install Google Chrome with wine in Ubuntu. Chrome is designed to create a secure

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