inner | A multiojective linear problem solver | Machine Learning library

 by   lcsirmaz C Version: v1.7 License: GPL-3.0

kandi X-RAY | inner Summary

kandi X-RAY | inner Summary

inner is a C library typically used in Artificial Intelligence, Machine Learning, Example Codes applications. inner has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. You can download it from GitHub.

A MOLP is a linear program with more than one objective functions. The linear constraints are arranged in a matrix form with c columns and r rows. Columns correspond to variables x1, x2, . . . , xc, which are subject to the restrictions. The lower bound Li can be -∞ and the upper bound can be +∞. For each row 1 ≤ j ≤ r the j-th constraint is. A feasible solution is a tuple x = which satisfies all constraints. There are m ≥ 1 objectives, which are given as. The m-dimensional objective vector y = is achievable if there is a feasible solution x which yields exactly these objective values. The solution of a MOLP is the list of all extremal objective vectors. For a minimizing (maximizing) MOLP the objective vector y is extremal if there is no other achievable objective vector y' which would be coordinatewise ≤ y (or ≥ when maximizing). The task of MOLP solver is to find the collection of all extremal objective vectors. These extremal vectors are called vertices as they form the vertices of an (unbounded) convex m-dimensional polytope. This MOLP solver finds the extremal vectors by iterations. In each step one more extremal vector is added to the final list. The time required for an iteration varies widely from a couple of microseconds to several days. After each iteration the solver checks if the process has been interrupted by a SIGUSR1 signal. If it has, it switches to a quick and dirty method which might find further extremal vectors (but not necessarily all of them). The linear constraints must have a feasible solution. Moreover, in a minimizing MOLP all objectives must be bounded from below, and in a maximizing MOLP all objectives must be bounded from above. The algorithm is described in details in the paper Inner approximation algorithm for solving linear multiobjective optimization problems, available at The program is invoked as. The only obligatory argument is the file name which contains the description of the problem in vlp format. Accepted options are. Fine tuning the algorithm and the underlying scalar LP solver, and specifying the amount and type of information saved is done by giving values of several keywords. Each keyword has a default value, which is overwritten by the values in the config file (if specified), and those values are overwritten by the --KEYWORD=value command line options. Change tolerances with great care.
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            kandi-support Support

              inner has a low active ecosystem.
              It has 5 star(s) with 2 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 1 open issues and 0 have been closed. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of inner is v1.7

            kandi-Quality Quality

              inner has no bugs reported.

            kandi-Security Security

              inner has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              inner is licensed under the GPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

              inner releases are available to install and integrate.
              Installation instructions are not available. Examples and code snippets are available.

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            inner Key Features

            No Key Features are available at this moment for inner.

            inner Examples and Code Snippets

            inner - a MultiObjective Linear Program (MOLP) solver
            Cdot img1Lines of Code : 6dot img1License : Strong Copyleft (GPL-3.0)
            copy iconCopy
            inner [options] 
            
            patch -p1 < ../src/patch-X.Y.txt
            
            ./configure
            make CFLAGS='-O3 -DCSL'
            
            gcc -O3 -W -I ../glpk-X.Y/src -o inner *.c ../glpk-X.Y/src/.libs/libglpk.a -lm
            
            gcc -O3 -W -I ../glpk-X.Y/src -o innerth -DUSETHREADS -pthread *.c ../glpk-X.Y  
            Get the inner dimensions of a tensor .
            pythondot img2Lines of Code : 111dot img2License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _ragged_getitem_inner_dimensions(rt_input, key_list):
              """Retrieve inner dimensions, keeping outermost dimension unchanged.
            
              Args:
                rt_input: The `RaggedTensor` or `Tensor` from which a piece should be
                  extracted.
                key_list: The __g  
            Returns the inner shape of a pylist .
            pythondot img3Lines of Code : 40dot img3License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _default_inner_shape_for_pylist(pylist, ragged_rank):
              """Computes a default inner shape for the given python list."""
            
              def get_inner_shape(item):
                """Returns the inner shape for a python list `item`."""
                if not isinstance(item, (list, t  
            Merge inner shapes .
            pythondot img4Lines of Code : 20dot img4License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _merge_inner_shape(
                inner_shape: ops.Tensor,
                static_inner_shape: tensor_shape.TensorShape,
                outer_axis: int,
                inner_axis: int) -> Tuple[ops.Tensor, tensor_shape.TensorShape]:
              """Merge the inner shape of a DynamicRaggedShape."""  

            Community Discussions

            QUESTION

            Is it possible to reduce generic objects with unknown property names in typescript?
            Asked 2021-Jun-15 at 21:55

            Is it possible to two reduce objects into one by summing their properties like so for any generic object

            ...

            ANSWER

            Answered 2021-Jun-04 at 20:04

            A functional approach would be (but probably not clean)

            Source https://stackoverflow.com/questions/67809891

            QUESTION

            Managing nested Firebase realtime DB queries with await/async
            Asked 2021-Jun-15 at 19:34

            I'm writing a Firebase function (Gist) which

            1. Queries a realtime database ref (events) in the following fashion:

              await admin.database().ref('/events_geo').once('value').then(snapshots => {

            2. Iterates through all the events

              snapshots.forEach(snapshot => {

            3. Events are filtered by a criteria for further processing

            4. Several queries are fired off towards realtime DB to get details related to the event

              await database().ref("/ratings").orderByChild('fk_event').equalTo(snapshot.key).once('value').then(snapshots => {

            5. Data is prepared for SendGrid and the processing is finished

            All of the data processing works perfectly fine but I can't get the outer await (point 1 in my list) to wait for the inner awaits (queries towards realtime DB) and thus when SendGrid should be called the data is empty. The data arrives a little while later. Example output from Firebase function logs can be seen below:

            10:54:12.642 AM Function execution started

            10:54:13.945 AM There are no emails to be sent in afterEventHostMailGoodRating

            10:54:14.048 AM There are no emails to be sent in afterEventHostMailBadRating

            10:54:14.052 AM Function execution took 1412 ms, finished with status: 'ok'

            10:54:14.148 AM

            Super hyggelig aften :)

            super oplevelse, ... long string generated

            Gist showing the function in question

            I'm probably mixing up my async/awaits because of the awaits inside the await. But I don't see how else the code could be written without splitting it out into many atomic pieces but that would still require stitching a bunch of awaits together and make it harder to read.

            So, two questions in total. Can this code work and what would be the ideal way to handle this pattern of making further processing on top of data fetched from Realtime DB?

            Best regards, Simon

            ...

            ANSWER

            Answered 2021-Jun-15 at 11:20

            Your problem is that you use async in a foreEach loop here:

            Source https://stackoverflow.com/questions/67984092

            QUESTION

            Group by in Django with field distinction
            Asked 2021-Jun-15 at 16:08

            I have two tables, one for products and one for suppliers, I did a query that returns this:

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:08

            You can achieve this using annotate() :

            Source https://stackoverflow.com/questions/67988219

            QUESTION

            Update multiple rows with values of from a specific row based on same ID
            Asked 2021-Jun-15 at 15:34

            I want to optimize my query to use CTE and some windows functions for better improvement. I am updating existing rows with specified data from other row but they have the same ID number. The code is for MS SQL.

            LinkTable:

            ...

            ANSWER

            Answered 2021-Jun-15 at 10:51

            Your code is basically fine, but I would add some filters:

            Source https://stackoverflow.com/questions/67984825

            QUESTION

            custom valueboxes in R Shiny are compressed with large white spaces in between them
            Asked 2021-Jun-15 at 14:44

            I'm trying to make custom valueboxes in R Shiny. I've discovered how to change the color of the background, but something is making my value boxes stubby and leaving large gaps in between them. I'd like to display 3 on a line ideally, but even with a width of 4, they appear squished. How can I get them to have more of the red with just a small gap of white in between.

            Below is a reproducible example as well as a screenshot.

            ...

            ANSWER

            Answered 2021-Jun-14 at 20:40

            Insert the outputs in a fluidRow; they will be placed better in the bootstrapp grid:

            Source https://stackoverflow.com/questions/67976463

            QUESTION

            css counter result is 0
            Asked 2021-Jun-15 at 12:21

            hello i'm using css counter to display the number of div that have a specific class inside a section but i don't know why the result of my code is alwase 0 this the code

            ...

            ANSWER

            Answered 2021-Jun-15 at 12:21

            There are two problems which are causing the counter not to be incremented.

            The first is that the CSS:

            Source https://stackoverflow.com/questions/67974250

            QUESTION

            Why is the output an empty list, when I call a function that skips nodes in a linked-list?
            Asked 2021-Jun-15 at 10:52

            I am writing code to answer the following LeetCode question:

            Given the head of a linked list and an integer val, remove all the nodes of the linked list that has Node.val == val, and return the new head

            Example 1 ...

            ANSWER

            Answered 2021-Jun-15 at 10:52

            Some issues in your code (as it was first posted):

            • return skipper(prev,curr) is going to exit the loop, but there might be more nodes to be removed further down the list. skipper only takes care of a sub sequence consisting of the same value, but it will not look beyond that. The list is not necessarily sorted, so the occurrences of the value are not necessarily grouped together.

            • Be aware that the variable prev in skipper is not the same variable as the other, outer prev. So the assignment prev=curr in skipper is quite useless

            • Unless the list starts with the searched value, dummy.next will always remain None, which is what the function returns. You should initialise dummy so it links to head as its next node. In your updated code you took care of this, but it is done in an obscure way (in the else part). dummy should just be initialised as the head of the whole list, so it is like any other node.

            In your updated code, there some other problems as well:

            • while prev.next: risks to be an infinite loop, because it continues while prev is not the very last node, but it also doesn't move forward in that list if its value is not equal to the searched value.

            I would suggest doing this without the skipper function. Your main loop can just deal with the cases where current.val == val, one by one.

            Here is the corrected code:

            Source https://stackoverflow.com/questions/67982630

            QUESTION

            MySQL SUM not working on same number values
            Asked 2021-Jun-15 at 09:45

            I have multiple currency based orders in database. When I was trying select order statistics, MySQL SUM not calculating same values.

            For example I have same prices on two orders 2550 but sum calculating only one order and if I'll change one order price to 2551 it's working correctly.

            ...

            ANSWER

            Answered 2021-Jun-15 at 07:22

            You are doing SUM(distinct(IF(EUR.amount>0 ... which is summing only distinct values (I guess, I didn't know there was such an option). Use SUM(IF(EUR.amount>0 ... instead

            Source https://stackoverflow.com/questions/67981698

            QUESTION

            Angular - stop scroll snapping to the top on subscription timer
            Asked 2021-Jun-15 at 08:26

            I have a self updating list of orders that is scrollable. This is the parent component, where list is updated on a timer of 2 minutes, setup like so:

            ...

            ANSWER

            Answered 2021-Jun-11 at 13:10

            You could try using element.scrollTop to save the position of the scrollbar and then use the saved value to set the scrollTop property to where it was when the timed function is called.

            (https://developer.mozilla.org/en-US/docs/Web/API/Element/scrollTop?retiredLocale=it - https://www.javascripttutorial.net/dom/css/get-and-set-scroll-position-of-an-element/)

            Source https://stackoverflow.com/questions/67890780

            QUESTION

            Unmarshal sets inner object value as json string
            Asked 2021-Jun-15 at 08:11

            I'm reading data from firebase, and the response is as "map[string]interface{}", for example:

            ...

            ANSWER

            Answered 2021-Jun-15 at 08:10

            When you marshal the data, you would need to only pass in the element that corresponds to your struct. For example:

            Source https://stackoverflow.com/questions/67981355

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install inner

            You can download it from GitHub.

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